Gender
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Function
To begin, let’s explore the function we created to run all of this statistical analysis:
mysubsetMDS <- function(x){
mysubset <- df %>%
select(starts_with(x))
meta <- metaMDS(mysubset)
MDS_df <- data.frame(MDS1=meta$points[,1],MDS2=meta$points[,2]) %>%
cbind(demo)
return(MDS_df)
}
In English, this function allows us to run the MDS according to
each subset of demographic and each subset of question type that we
want. Obviously, in this page, we are exploring Gender.
Question Types
Science Identity
Let’s explore the science identity subset of questions first. Running
our function we created and plotting it, we are left with this image of
the plot:
This is
great and all, but let’s run an adonis test to see if there is a
significant difference in how different genders responded to science
identity questions:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$gender 4 0.2514 0.062850 1.9936 0.02532 0.13
## Residuals 307 9.6785 0.031526 0.97468
## Total 311 9.9299 1.00000
##
## $call
## adonis(formula = si ~ demo$gender)
##
## $coefficients
## si1 si2 si3 si4 si5
## (Intercept) 3.7343318 4.04510532 3.4017610 3.4605922 3.8791868
## demo$gender1 -0.6017352 -0.60864123 -0.6117058 -0.3998187 -0.7410653
## demo$gender2 -0.1952693 -0.25604282 -0.1830110 -0.2184047 -0.6213743
## demo$gender3 0.2656682 -0.04510532 1.5982390 0.5394078 1.1208132
## demo$gender4 -0.7343318 0.95489468 -0.4017610 -0.4605922 0.1208132
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.15139395 0.107450922 0.167552847 0.39479101 0.14141196
## demo$gender1 0.06684231 0.081797532 0.016141259 -0.06489952 0.08089377
## demo$gender2 0.02090412 0.040053981 0.002955798 -0.03058093 0.03844515
## demo$gender3 -0.03511488 -0.012212827 0.021636342 0.07187566 -0.07474529
## demo$gender4 -0.02318882 -0.002187764 -0.016037695 -0.01017563 -0.01946074
## 6 7 8 9 10
## (Intercept) 0.12407230 0.20159513 0.14110162 0.1109137352 0.140972720
## demo$gender1 0.03385526 -0.01273017 0.08233952 0.0513179619 0.058712871
## demo$gender2 0.01053227 -0.01303883 0.03606838 0.0176805537 0.016084989
## demo$gender3 0.03382243 0.05554772 -0.07443495 -0.0109137352 0.001884423
## demo$gender4 -0.06524877 -0.04030481 -0.01915040 0.0001973759 -0.035709562
## 11 12 13 14 15
## (Intercept) 0.498805837 0.1474977254 0.102907940 0.102907940 0.14338607
## demo$gender1 -0.076486834 0.0188997729 0.073683790 0.073683790 0.06064528
## demo$gender2 -0.036985765 0.0006379805 0.032157823 0.032157823 0.01901169
## demo$gender3 0.072622734 0.0416914638 -0.055288892 -0.055288892 -0.04814798
## demo$gender4 0.001194163 -0.0565886345 0.002355218 0.002355218 -0.03812292
## 16 17 18 19 20
## (Intercept) 0.12520741 0.11141478 0.183849379 0.12101613 0.206978062
## demo$gender1 0.05859648 0.07935313 0.019456544 0.08686372 -0.005365751
## demo$gender2 0.01652449 0.03502995 0.008398783 0.03765652 -0.004254453
## demo$gender3 -0.02996931 -0.04164733 0.038372843 -0.03010704 0.050164795
## demo$gender4 -0.01994425 -0.03449170 -0.058849379 -0.02101613 -0.045687740
## 21 22 23 24 25
## (Intercept) 0.14295563 0.139189179 0.10955462 0.170292686 0.132252681
## demo$gender1 0.04636966 0.026102838 0.06751005 0.024871879 0.047814282
## demo$gender2 0.01319898 0.004811791 0.02997891 0.002444696 0.014934329
## demo$gender3 0.00704437 0.018705558 -0.03638388 0.018896503 -0.010301461
## demo$gender4 0.02371104 -0.021542120 -0.02847354 -0.018777535 0.002882454
## 26 27 28 29 30
## (Intercept) 0.158879113 0.102907940 0.228679355 0.11797890 0.27396991
## demo$gender1 0.094385722 0.073683790 -0.001562517 0.04401636 -0.02704396
## demo$gender2 0.044520020 0.032157823 -0.007469940 0.01491984 -0.01608154
## demo$gender3 -0.095049325 -0.055288892 0.028463503 0.01022623 0.05936343
## demo$gender4 0.003911585 0.002355218 -0.002872903 -0.03226461 -0.03259060
## 31 32 33 34 35
## (Intercept) 0.26624344 0.102907940 0.446069585 0.23105226 0.12407230
## demo$gender1 -0.04080577 0.073683790 -0.068281337 -0.02752074 0.03385526
## demo$gender2 -0.02549913 0.032157823 -0.032232768 -0.02344012 0.01053227
## demo$gender3 0.06708989 -0.055288892 0.071171794 0.06306539 0.03382243
## demo$gender4 -0.02486413 0.002355218 -0.006069585 -0.03105226 -0.06524877
## 36 37 38 39 40
## (Intercept) 0.203135270 0.132252681 0.12520741 0.09689032 0.1474977254
## demo$gender1 -0.009372716 0.047814282 0.05859648 0.07355746 0.0188997729
## demo$gender2 -0.011775865 0.014934329 0.01652449 0.03722065 0.0006379805
## demo$gender3 0.054007587 -0.010301461 -0.02996931 -0.02371959 0.0416914638
## demo$gender4 -0.041844948 0.002882454 -0.01994425 -0.01580924 -0.0565886345
## 41 42 43 44 45
## (Intercept) 0.155040863 0.155040863 0.11675175 0.1109137352 0.34627112
## demo$gender1 0.062811507 0.062811507 0.04172953 0.0513179619 -0.06230985
## demo$gender2 0.018544850 0.018544850 0.01352522 0.0176805537 -0.03087529
## demo$gender3 -0.064131772 -0.064131772 0.01145338 -0.0109137352 0.07308372
## demo$gender4 -0.005040863 -0.005040863 -0.03103746 0.0001973759 -0.01293779
## 46 47 48 49 50
## (Intercept) 0.1474977254 0.558790358 0.13380085 0.173504706 0.147279272
## demo$gender1 0.0188997729 -0.082661343 0.05747260 0.004674047 0.017438891
## demo$gender2 0.0006379805 -0.035814603 0.02755569 -0.007852741 0.001443501
## demo$gender3 0.0416914638 0.070839271 -0.03380085 0.048717517 0.041909917
## demo$gender4 -0.0565886345 0.006427033 -0.02268974 -0.048504706 -0.056370181
## 51 52 53 54 55
## (Intercept) 0.158879113 0.23480434 0.24037795 0.149492129 0.123979317
## demo$gender1 0.094385722 -0.02499265 -0.01595425 0.089290396 0.051831554
## demo$gender2 0.044520020 -0.01471199 -0.01858848 0.038463234 0.025105903
## demo$gender3 -0.095049325 0.05931331 0.01676491 -0.062535607 0.004225811
## demo$gender4 0.003911585 -0.03480434 -0.01457150 -0.006634986 -0.038265032
## 56 57 58 59 60
## (Intercept) 0.206720446 0.140457564 0.122730915 0.102907940 0.442987859
## demo$gender1 0.001827115 0.028464119 0.042907710 0.073683790 -0.074719036
## demo$gender2 -0.012220169 0.006255666 0.008910765 0.032157823 -0.035040248
## demo$gender3 0.050422411 0.017437173 -0.022730915 -0.055288892 0.074253520
## demo$gender4 -0.045430123 -0.022810505 -0.011619804 0.002355218 -0.002987859
## 61 62 63 64 65
## (Intercept) 0.1109137352 0.11679503 0.11797890 0.2064839822 0.147279272
## demo$gender1 0.0513179619 0.05212233 0.04401636 0.0002474343 0.017438891
## demo$gender2 0.0176805537 0.01303382 0.01491984 -0.0113498795 0.001443501
## demo$gender3 -0.0109137352 -0.04362430 0.01022623 0.0506588749 0.041909917
## demo$gender4 0.0001973759 0.01834010 -0.03226461 -0.0451936597 -0.056370181
## 66 67 68 69 70
## (Intercept) 0.282140898 0.149492129 0.14372280 0.214655075 0.201470071
## demo$gender1 -0.011846725 0.089290396 0.03257094 0.011749878 0.014975214
## demo$gender2 -0.006765805 0.038463234 0.01194455 0.001660954 0.003242189
## demo$gender3 0.051192435 -0.062535607 0.01417194 0.042487782 0.020752151
## demo$gender4 -0.040761588 -0.006634986 -0.02607574 -0.053364752 -0.013970071
## 71 72 73 74 75
## (Intercept) 0.261403624 0.11675175 0.12500348 0.178013146 0.158879113
## demo$gender1 -0.016001105 0.04172953 0.05275977 0.012655305 0.094385722
## demo$gender2 -0.010572337 0.01352522 0.02725017 -0.002308678 0.044520020
## demo$gender3 0.032714023 0.01145338 0.00320165 0.044209076 -0.095049325
## demo$gender4 0.005263043 -0.03103746 -0.03928919 -0.053013146 0.003911585
## 76 77 78 79 80
## (Intercept) 0.11528767 0.123979317 0.13992459 0.19972504 0.11472717
## demo$gender1 0.05872817 0.051831554 0.08245972 -0.01234248 0.07192695
## demo$gender2 0.02631612 0.025105903 0.03448428 -0.01903680 0.04107966
## demo$gender3 -0.01528767 0.004225811 -0.02881348 0.05741782 -0.04155643
## demo$gender4 -0.05973211 -0.038265032 -0.01797337 -0.03843471 -0.03364608
## 81 82 83 84 85
## (Intercept) 0.11472717 0.163075669 0.19972504 0.13380085 0.195828966
## demo$gender1 0.07192695 0.010916909 -0.01234248 0.05747260 0.005986120
## demo$gender2 0.04107966 -0.005251386 -0.01903680 0.02755569 -0.004692032
## demo$gender3 -0.04155643 0.026113520 0.05741782 -0.03380085 0.026393256
## demo$gender4 -0.03364608 -0.011560517 -0.03843471 -0.02268974 -0.008328966
## 86 87 88 89 90
## (Intercept) 0.12407230 0.172185805 0.558790358 0.13992459 0.34716421
## demo$gender1 0.03385526 0.024818149 -0.082661343 0.08245972 -0.05939464
## demo$gender2 0.01053227 0.008177783 -0.035814603 0.03448428 -0.03111123
## demo$gender3 0.03382243 0.017003384 0.070839271 -0.02881348 0.07219063
## demo$gender4 -0.06524877 -0.020670654 0.006427033 -0.01797337 -0.01383088
## 91 92 93 94 95
## (Intercept) 0.130117815 0.14503393 0.11798784 0.13127016 0.13475368
## demo$gender1 0.035383329 0.05485425 0.06946428 0.04990568 0.06689012
## demo$gender2 0.005915568 0.01381211 0.03399799 0.01266737 0.01971599
## demo$gender3 -0.001912687 -0.02875486 -0.02274975 -0.00931894 -0.01847461
## demo$gender4 -0.044403530 -0.01682880 -0.01272469 -0.05018908 -0.00654855
## 96 97 98 99 100
## (Intercept) 0.173731808 0.13105191 0.132296412 0.25648983 0.19304333
## demo$gender1 0.006192022 0.07511122 0.081949619 -0.02118127 0.06676702
## demo$gender2 -0.008689407 0.03189732 0.041527456 -0.02013356 0.01896337
## demo$gender3 0.048490414 -0.04014282 -0.109040598 0.03762782 -0.07109211
## demo$gender4 -0.048731808 -0.03105191 -0.004091284 0.01017684 0.05019991
## 101 102 103 104 105
## (Intercept) 0.23401380 0.138044638 0.130117815 0.11675175 0.131298945
## demo$gender1 -0.02193797 0.046542720 0.035383329 0.04172953 0.093821695
## demo$gender2 -0.02013828 0.015447843 0.005915568 0.01352522 0.041689812
## demo$gender3 0.06010385 -0.009839510 -0.001912687 0.01145338 -0.064632278
## demo$gender4 -0.03401380 0.004812505 -0.044403530 -0.03103746 -0.009347725
## 106 107 108 109 110
## (Intercept) 0.442987859 0.14202250 0.27009469 0.1759171696 0.173504706
## demo$gender1 -0.074719036 0.06405289 -0.03159546 0.0289631415 0.004674047
## demo$gender2 -0.035040248 0.03077717 -0.02315569 -0.0022436244 -0.007852741
## demo$gender3 0.074253520 -0.02007128 0.06323864 -0.0180224328 0.048717517
## demo$gender4 -0.002987859 -0.06094142 -0.02871538 0.0005534186 -0.048504706
## 111 112 113 114 115
## (Intercept) 0.147279272 0.12254627 0.11679503 0.179501438 0.558790358
## demo$gender1 0.017438891 0.08525118 0.05212233 0.015902886 -0.082661343
## demo$gender2 0.001443501 0.04169499 0.01303382 -0.001091382 -0.035814603
## demo$gender3 0.041909917 -0.07709173 -0.04362430 0.042720784 0.070839271
## demo$gender4 -0.056370181 -0.02254627 0.01834010 -0.054501438 0.006427033
## 116 117 118 119 120
## (Intercept) 0.3337362589 0.13992459 0.17521697 0.172016413 0.39950061
## demo$gender1 -0.0057798634 0.08245972 0.04251538 0.001426466 -0.04783444
## demo$gender2 0.0084717696 0.03448428 0.02288405 -0.009070037 -0.03351720
## demo$gender3 -0.0004029256 -0.02881348 -0.04701184 0.050205809 0.06716605
## demo$gender4 -0.0233914313 -0.01797337 -0.03235982 -0.047016413 -0.01488523
## 121 122 123 124 125
## (Intercept) 0.1109137352 0.11679503 0.158879113 0.34920077 0.13094432
## demo$gender1 0.0513179619 0.05212233 0.094385722 -0.05517427 0.05492855
## demo$gender2 0.0176805537 0.01303382 0.044520020 -0.02922194 0.02153015
## demo$gender3 -0.0109137352 -0.04362430 -0.095049325 0.07015407 -0.03094432
## demo$gender4 0.0001973759 0.01834010 0.003911585 -0.01586744 -0.01983321
## 126 127 128 129 130
## (Intercept) 0.13977428 0.34959570 0.558790358 0.158879113 0.11141478
## demo$gender1 0.04072448 -0.05394343 -0.082661343 0.094385722 0.07935313
## demo$gender2 0.01222408 -0.02926800 -0.035814603 0.044520020 0.03502995
## demo$gender3 0.01022572 0.06975914 0.070839271 -0.095049325 -0.04164733
## demo$gender4 -0.02866316 -0.01626236 0.006427033 0.003911585 -0.03449170
## 131 132 133 134 135
## (Intercept) 0.34986556 0.206978062 0.150938964 0.13475368 0.1109137352
## demo$gender1 -0.05617186 -0.005365751 0.087768539 0.06689012 0.0513179619
## demo$gender2 -0.02622996 -0.004254453 0.042349311 0.01971599 0.0176805537
## demo$gender3 0.06948927 0.050164795 -0.107460703 -0.01847461 -0.0109137352
## demo$gender4 -0.01653223 -0.045687740 -0.008081821 -0.00654855 0.0001973759
## 136 137 138 139 140
## (Intercept) 0.113053297 0.163339078 0.125206467 0.223310460 0.14503393
## demo$gender1 0.073696480 0.070452387 0.054118385 -0.006660220 0.05485425
## demo$gender2 0.036790084 0.021442960 0.026500521 -0.018478920 0.01381211
## demo$gender3 0.008897923 -0.052227967 0.002998661 0.033832397 -0.02875486
## demo$gender4 -0.031972216 0.007392629 -0.039492181 0.002495992 -0.01682880
## 141 142 143 144 145
## (Intercept) 0.10840239 0.11675175 0.13032827 0.12520741 0.393857613
## demo$gender1 0.06535883 0.04172953 0.06355623 0.05859648 -0.067945101
## demo$gender2 0.02867344 0.01352522 0.02692733 0.01652449 -0.030335539
## demo$gender3 -0.03523166 0.01145338 -0.03509017 -0.02996931 0.072809053
## demo$gender4 -0.02732131 -0.03103746 -0.02506511 -0.01994425 -0.009242229
## 146 147 148 149 150
## (Intercept) 0.164515502 0.195828966 0.39520127 0.145005081 0.19810188
## demo$gender1 0.014061582 0.005986120 -0.06360487 0.074564008 0.04961620
## demo$gender2 -0.004076559 -0.004692032 -0.03064480 0.024304047 0.01749644
## demo$gender3 0.024673687 0.026393256 0.07146540 -0.054095990 -0.04810188
## demo$gender4 -0.013000351 -0.008328966 -0.01058588 0.004994919 -0.03143521
## 151 152 153 154 155
## (Intercept) 0.263846319 0.11299487 0.23664670 0.117742583 0.11299487
## demo$gender1 -0.011949844 0.08162842 -0.01987105 0.059809210 0.08162842
## demo$gender2 -0.007295511 0.03499336 -0.01430648 0.029675850 0.03499336
## demo$gender3 0.030271328 -0.04322743 0.05747094 -0.017742583 -0.04322743
## demo$gender4 0.002820347 0.01521026 -0.03664670 -0.006631472 0.01521026
## 156 157 158 159 160
## (Intercept) 0.558790358 0.158879113 0.158879113 0.136007152 0.27082679
## demo$gender1 -0.082661343 0.094385722 0.094385722 0.066746479 -0.02556418
## demo$gender2 -0.035814603 0.044520020 0.044520020 0.021351187 -0.02699069
## demo$gender3 0.070839271 -0.095049325 -0.095049325 -0.066239710 0.06250655
## demo$gender4 0.006427033 0.003911585 0.003911585 -0.007802023 -0.02944748
## 161 162 163 164 165
## (Intercept) 0.1474977254 0.13475368 0.12101613 0.12975581 0.11797890
## demo$gender1 0.0188997729 0.06689012 0.08686372 0.05271160 0.04401636
## demo$gender2 0.0006379805 0.01971599 0.03765652 0.02018156 0.01491984
## demo$gender3 0.0416914638 -0.01847461 -0.03010704 -0.02975581 0.01022623
## demo$gender4 -0.0565886345 -0.00654855 -0.02101613 -0.01864470 -0.03226461
## 166 167 168 169 170
## (Intercept) 0.12813495 0.1932713994 0.139189179 0.30798743 0.1474977254
## demo$gender1 0.06075453 0.0002988894 0.026102838 -0.04403139 0.0188997729
## demo$gender2 0.01813652 -0.0066775015 0.004811791 -0.02605394 0.0006379805
## demo$gender3 -0.08051590 0.0289508228 0.018705558 0.06701257 0.0416914638
## demo$gender4 0.02975979 -0.0057713994 -0.021542120 -0.02227315 -0.0565886345
## 171 172 173 174 175
## (Intercept) 0.20159513 0.12407230 0.27082679 0.11424834 0.12407727
## demo$gender1 -0.01273017 0.03385526 -0.02556418 0.08148478 0.08748792
## demo$gender2 -0.01303883 0.01053227 -0.02699069 0.03662857 0.04167030
## demo$gender3 0.05554772 0.03382243 0.06250655 -0.09099253 -0.07862272
## demo$gender4 -0.04030481 -0.06524877 -0.02944748 0.01395679 0.02592273
## 176 177 178 179 180
## (Intercept) 0.189799853 0.09689032 0.23374832 0.1759171696 0.391419874
## demo$gender1 -0.002035369 0.07355746 -0.02006676 0.0289631415 -0.070067110
## demo$gender2 -0.014757882 0.03722065 -0.02280593 -0.0022436244 -0.035526748
## demo$gender3 0.032422369 -0.02371959 0.06036933 -0.0180224328 0.075246793
## demo$gender4 -0.002299853 -0.01580924 -0.03374832 0.0005534186 -0.006804489
## 181 182 183 184 185
## (Intercept) 0.164515502 0.1109137352 0.11675175 0.139189179 0.178013146
## demo$gender1 0.014061582 0.0513179619 0.04172953 0.026102838 0.012655305
## demo$gender2 -0.004076559 0.0176805537 0.01352522 0.004811791 -0.002308678
## demo$gender3 0.024673687 -0.0109137352 0.01145338 0.018705558 0.044209076
## demo$gender4 -0.013000351 0.0001973759 -0.03103746 -0.021542120 -0.053013146
## 186 187 188 189 190
## (Intercept) 0.203371734 0.12391942 0.156201479 0.12500348 0.147279272
## demo$gender1 -0.007793035 0.04512466 0.023703065 0.05275977 0.017438891
## demo$gender2 -0.012646155 0.01025935 0.002692909 0.02725017 0.001443501
## demo$gender3 0.053771123 -0.02391942 0.001693258 0.00320165 0.041909917
## demo$gender4 -0.042081411 -0.01280831 -0.038554420 -0.03928919 -0.056370181
## 191 192 193 194 195
## (Intercept) 0.558790358 0.165589253 0.131298945 0.13105191 0.256755308
## demo$gender1 -0.082661343 0.030368608 0.093821695 0.07511122 -0.023052481
## demo$gender2 -0.035814603 0.003058888 0.041689812 0.03189732 -0.017465908
## demo$gender3 0.070839271 -0.037384125 -0.064632278 -0.04014282 0.037362339
## demo$gender4 0.006427033 0.034410747 -0.009347725 -0.03105191 0.009911359
## 196 197 198 199 200
## (Intercept) 0.30477354 0.1463549648 0.175526360 0.11679503 0.13475368
## demo$gender1 -0.05013054 0.0321643075 0.005818132 0.05212233 0.06689012
## demo$gender2 -0.02959647 0.0007031807 -0.002931863 0.01303382 0.01971599
## demo$gender3 0.07022646 -0.0181498366 0.046695862 -0.04362430 -0.01847461
## demo$gender4 -0.01905925 -0.0034978219 -0.050526360 0.01834010 -0.00654855
## 201 202 203 204 205
## (Intercept) 0.14401325 0.147279272 0.1109137352 0.1474977254 0.12500348
## demo$gender1 0.05241866 0.017438891 0.0513179619 0.0188997729 0.05275977
## demo$gender2 0.03056656 0.001443501 0.0176805537 0.0006379805 0.02725017
## demo$gender3 -0.01580813 0.041909917 -0.0109137352 0.0416914638 0.00320165
## demo$gender4 -0.05829897 -0.056370181 0.0001973759 -0.0565886345 -0.03928919
## 206 207 208 209 210
## (Intercept) 0.158879113 0.12529140 0.10840239 0.17510523 0.189799853
## demo$gender1 0.094385722 0.08735647 0.06535883 0.02603518 -0.002035369
## demo$gender2 0.044520020 0.04327963 0.02867344 -0.00175149 -0.014757882
## demo$gender3 -0.095049325 -0.12529140 -0.03523166 -0.01721049 0.032422369
## demo$gender4 0.003911585 0.02470860 -0.02732131 0.00136536 -0.002299853
## 211 212 213 214 215
## (Intercept) 0.10955462 0.12141453 0.446550637 0.558790358 0.18839895
## demo$gender1 0.06751005 0.07417539 -0.069260306 -0.082661343 0.02251690
## demo$gender2 0.02997891 0.03718598 -0.029810644 -0.035814603 0.01898713
## demo$gender3 -0.03638388 -0.07379548 0.070690742 0.070839271 0.03382328
## demo$gender4 -0.02847354 -0.01615137 -0.006550637 0.006427033 -0.06339895
## 216 217 218 219 220
## (Intercept) 0.154968858 0.39850742 0.558790358 0.10581864 0.102907940
## demo$gender1 0.039272053 -0.05187085 -0.082661343 0.07948260 0.073683790
## demo$gender2 0.003704696 -0.03246038 -0.035814603 0.04010366 0.032157823
## demo$gender3 -0.004968858 0.06815925 0.070839271 -0.01058055 -0.055288892
## demo$gender4 0.011697809 -0.01389203 0.006427033 -0.05318706 0.002355218
## 221 222 223 224 225
## (Intercept) 0.122730915 0.158879113 0.13105191 0.1158547453 0.558790358
## demo$gender1 0.042907710 0.094385722 0.07511122 0.0872546437 -0.082661343
## demo$gender2 0.008910765 0.044520020 0.03189732 0.0427172016 -0.035814603
## demo$gender3 -0.022730915 -0.095049325 -0.04014282 0.0004243245 0.070839271
## demo$gender4 -0.011619804 0.003911585 -0.03105191 -0.0389316684 0.006427033
## 226 227 228 229 230
## (Intercept) 0.15170820 0.39479101 0.103470489 0.102907940 0.130117815
## demo$gender1 0.05434507 -0.06489952 0.067138425 0.073683790 0.035383329
## demo$gender2 0.02884971 -0.03058093 0.035085909 0.032157823 0.005915568
## demo$gender3 -0.05170820 0.07187566 -0.003470489 -0.055288892 -0.001912687
## demo$gender4 0.01495847 -0.01017563 -0.047914934 0.002355218 -0.044403530
## 231 232 233 234 235
## (Intercept) 0.442561317 0.140972720 0.2460087585 0.13737661 0.14226798
## demo$gender1 -0.076083780 0.058712871 -0.0069496942 0.04857817 0.05855599
## demo$gender2 -0.034955129 0.016084989 0.0008583228 0.01041883 0.01774669
## demo$gender3 0.074680062 0.001884423 0.0481088885 -0.04213851 -0.04702988
## demo$gender4 -0.002561317 -0.035709562 -0.0460087585 0.02051813 -0.03700482
## 236 237 238 239 240
## (Intercept) 0.130117815 0.14338607 0.12407230 0.30781840 0.34947064
## demo$gender1 0.035383329 0.06064528 0.03385526 -0.04545791 -0.05740270
## demo$gender2 0.005915568 0.01901169 0.01053227 -0.02513450 -0.02618391
## demo$gender3 -0.001912687 -0.04814798 0.03382243 0.06718160 0.06988420
## demo$gender4 -0.044403530 -0.03812292 -0.06524877 -0.02210412 -0.01613730
## 241 242 243 244 245
## (Intercept) 0.130117815 0.30477354 0.443057781 0.153826733 0.16025040
## demo$gender1 0.035383329 -0.05013054 -0.071916907 0.062942953 0.04919963
## demo$gender2 0.005915568 -0.02959647 -0.037632611 0.016935515 0.02535417
## demo$gender3 -0.001912687 0.07022646 0.074183598 -0.017463097 -0.03204528
## demo$gender4 -0.044403530 -0.01905925 -0.003057781 -0.003826733 -0.01739326
## 246 247 248 249 250
## (Intercept) 0.1932713994 0.34947064 0.26988029 0.14339765 0.140287310
## demo$gender1 0.0002988894 -0.05740270 -0.03031427 0.04752017 0.054376973
## demo$gender2 -0.0066775015 -0.02618391 -0.02508010 0.01074297 0.018364658
## demo$gender3 0.0289508228 0.06988420 0.06345305 -0.04339765 0.002569832
## demo$gender4 -0.0057713994 -0.01613730 -0.02850098 0.02326901 -0.035024153
## 251 252 253 254 255
## (Intercept) 0.241566114 0.11679503 0.181417453 0.12101613 0.12407230
## demo$gender1 -0.005556064 0.05212233 0.015790975 0.08686372 0.03385526
## demo$gender2 -0.013863240 0.01303382 0.004768573 0.03765652 0.01053227
## demo$gender3 0.052551533 -0.04362430 0.040804769 -0.03010704 0.03382243
## demo$gender4 -0.041566114 0.01834010 -0.056417453 -0.02101613 -0.06524877
## 256 257 258 259 260
## (Intercept) 0.12391942 0.35300685 0.222811551 0.11830464 0.558790358
## demo$gender1 0.04512466 -0.04506506 -0.010923996 0.06490488 -0.082661343
## demo$gender2 0.01025935 -0.02791290 -0.015711872 0.03474590 -0.035814603
## demo$gender3 -0.02391942 0.06634799 0.034331306 0.03169536 0.070839271
## demo$gender4 -0.01280831 -0.01967352 0.002994901 -0.11830464 0.006427033
## 261 262 263 264 265
## (Intercept) 0.11675175 0.30504284 0.30504284 0.11457021 0.109074100
## demo$gender1 0.04172953 -0.05222605 -0.05222605 0.07996659 0.080083452
## demo$gender2 0.01352522 -0.02669305 -0.02669305 0.03911238 0.044256643
## demo$gender3 0.01145338 0.06995716 0.06995716 -0.09131440 -0.061455053
## demo$gender4 -0.03103746 -0.01932855 -0.01932855 0.01363491 -0.003810942
## 266 267 268 269 270
## (Intercept) 0.150938964 0.14372280 0.09689032 0.173504706 0.11679503
## demo$gender1 0.087768539 0.03257094 0.07355746 0.004674047 0.05212233
## demo$gender2 0.042349311 0.01194455 0.03722065 -0.007852741 0.01303382
## demo$gender3 -0.107460703 0.01417194 -0.02371959 0.048717517 -0.04362430
## demo$gender4 -0.008081821 -0.02607574 -0.01580924 -0.048504706 0.01834010
## 271 272 273 274 275
## (Intercept) 0.1109137352 0.34716421 0.11528767 0.145005081 0.2064839822
## demo$gender1 0.0513179619 -0.05939464 0.05872817 0.074564008 0.0002474343
## demo$gender2 0.0176805537 -0.03111123 0.02631612 0.024304047 -0.0113498795
## demo$gender3 -0.0109137352 0.07219063 -0.01528767 -0.054095990 0.0506588749
## demo$gender4 0.0001973759 -0.01383088 -0.05973211 0.004994919 -0.0451936597
## 276 277 278 279 280
## (Intercept) 0.30663216 0.11141478 0.14202250 0.27452425 0.102281979
## demo$gender1 -0.04233430 0.07935313 0.06405289 -0.02238187 0.064921478
## demo$gender2 -0.03181685 0.03502995 0.03077717 -0.01908060 0.033737326
## demo$gender3 0.06836784 -0.04164733 -0.02007128 0.05880908 -0.002281979
## demo$gender4 -0.02091787 -0.03449170 -0.06094142 -0.03314494 -0.046726424
## 281 282 283 284 285
## (Intercept) 0.175299257 0.12683969 0.30819893 0.102907940 0.13032827
## demo$gender1 0.004300157 0.06091141 -0.04428531 0.073683790 0.06355623
## demo$gender2 -0.002095196 0.01647481 -0.02516552 0.032157823 0.02692733
## demo$gender3 0.046922965 -0.03160159 0.06680107 -0.055288892 -0.03509017
## demo$gender4 -0.050299257 0.03105505 -0.02248464 0.002355218 -0.02506511
## 286 287 288 289 290
## (Intercept) 0.209369096 0.15811427 0.10840239 0.173731808 0.09689032
## demo$gender1 0.002308868 0.03097904 0.06535883 0.006192022 0.07355746
## demo$gender2 -0.004755971 0.02040833 0.02867344 -0.008689407 0.03722065
## demo$gender3 0.047773761 0.03107492 -0.03523166 0.048490414 -0.02371959
## demo$gender4 -0.048078774 -0.06720517 -0.02732131 -0.048731808 -0.01580924
## 291 292 293 294 295
## (Intercept) 0.14565936 0.139189179 0.153826733 0.117742583 0.13737661
## demo$gender1 0.08840240 0.026102838 0.062942953 0.059809210 0.04857817
## demo$gender2 0.04574590 0.004811791 0.016935515 0.029675850 0.01041883
## demo$gender3 -0.03454825 0.018705558 -0.017463097 -0.017742583 -0.04213851
## demo$gender4 -0.02370814 -0.021542120 -0.003826733 -0.006631472 0.02051813
## 296 297 298 299 300
## (Intercept) 0.26624344 0.11797890 0.13939962 0.09689032 0.158879113
## demo$gender1 -0.04080577 0.04401636 0.02751074 0.07355746 0.094385722
## demo$gender2 -0.02549913 0.01491984 0.00403520 0.03722065 0.044520020
## demo$gender3 0.06708989 0.01022623 0.01849512 -0.02371959 -0.095049325
## demo$gender4 -0.02486413 -0.03226461 -0.02175256 -0.01580924 0.003911585
## 301 302 303 304 305
## (Intercept) 0.12101613 0.229307822 0.11299487 0.367283753 0.216731213
## demo$gender1 0.08686372 0.003441683 0.08162842 -0.027847870 0.009587147
## demo$gender2 0.03765652 -0.010588737 0.03499336 -0.002299388 -0.004409849
## demo$gender3 -0.03010704 0.027835035 -0.04322743 0.052071086 0.005491009
## demo$gender4 -0.02101613 -0.003501371 0.01521026 -0.033950420 -0.029231213
## 306 307 308 309 310
## (Intercept) 0.102907940 0.13456943 0.150662415 0.282319966 0.15992274
## demo$gender1 0.073683790 0.04697314 0.021683358 -0.014771608 0.04717059
## demo$gender2 0.032157823 0.02890577 0.007348465 -0.003303717 0.02640022
## demo$gender3 -0.055288892 0.02332531 0.038526774 0.051013367 -0.03171761
## demo$gender4 0.002355218 -0.07574590 -0.059753325 -0.040940656 -0.01706560
## 311 312
## (Intercept) 0.35496519 0.558790358
## demo$gender1 -0.03687022 -0.082661343
## demo$gender2 -0.03023271 -0.035814603
## demo$gender3 0.06438964 0.070839271
## demo$gender4 -0.02163186 0.006427033
##
## $f.perms
## [,1]
## [1,] 0.35407585
## [2,] 1.00057276
## [3,] 0.68998056
## [4,] 0.91297295
## [5,] 0.32010854
## [6,] 0.53811652
## [7,] 1.25909668
## [8,] 1.27186593
## [9,] 0.46119494
## [10,] 0.73042408
## [11,] 1.33430363
## [12,] 1.23977913
## [13,] 3.14819099
## [14,] 0.26226015
## [15,] 0.63292358
## [16,] 1.13764736
## [17,] 1.23837211
## [18,] 0.87000276
## [19,] 2.22568587
## [20,] 0.75822535
## [21,] 0.86472916
## [22,] 0.29296722
## [23,] 1.23082183
## [24,] 0.51039909
## [25,] 0.68614807
## [26,] 0.20993646
## [27,] 1.25088822
## [28,] 1.55026474
## [29,] 0.88339837
## [30,] 0.65052127
## [31,] 1.12367939
## [32,] 1.29142240
## [33,] 1.80335557
## [34,] 2.28073478
## [35,] 0.50695207
## [36,] 0.80138185
## [37,] 0.91373483
## [38,] 0.43463374
## [39,] 0.34339711
## [40,] 0.40567720
## [41,] 0.71306703
## [42,] 0.22448232
## [43,] 0.39410950
## [44,] 0.52775517
## [45,] 0.59035738
## [46,] 0.93951777
## [47,] 0.69387537
## [48,] 0.34523391
## [49,] 1.53242755
## [50,] 0.14386207
## [51,] 0.27528968
## [52,] 0.43907493
## [53,] 1.28664678
## [54,] 0.12291109
## [55,] 0.39520651
## [56,] 0.77583813
## [57,] 0.52039990
## [58,] 0.57713717
## [59,] 0.31123511
## [60,] 0.42128542
## [61,] 1.02169863
## [62,] 0.31591728
## [63,] 0.69009128
## [64,] 0.83143487
## [65,] 0.51593206
## [66,] 2.60942363
## [67,] 0.87202077
## [68,] 1.04818084
## [69,] 0.88098525
## [70,] 0.41158432
## [71,] 0.90543305
## [72,] 1.29338513
## [73,] 0.65322875
## [74,] 0.40881919
## [75,] 0.78669364
## [76,] 0.43229470
## [77,] 1.35512721
## [78,] 0.66393402
## [79,] 0.45869102
## [80,] 2.51657773
## [81,] 0.64235676
## [82,] 2.67994343
## [83,] 0.78980883
## [84,] 1.35284645
## [85,] 1.34222234
## [86,] 1.12020860
## [87,] 3.22611431
## [88,] 0.97764043
## [89,] 0.85974181
## [90,] 1.36929205
## [91,] 0.49869321
## [92,] 0.59418423
## [93,] 0.37788430
## [94,] 0.30864759
## [95,] 0.29704572
## [96,] 3.43931817
## [97,] 2.45263275
## [98,] 1.60713838
## [99,] 0.29737542
## [100,] 1.13631536
## [101,] 1.59812562
## [102,] 0.67790634
## [103,] 0.91478165
## [104,] 0.97303996
## [105,] 0.76461668
## [106,] 0.49881236
## [107,] 0.47253195
## [108,] 0.32833346
## [109,] 0.64387090
## [110,] 2.68651221
## [111,] 0.59964746
## [112,] 0.62823548
## [113,] 1.15267912
## [114,] 0.05865304
## [115,] 0.54611239
## [116,] 0.23521200
## [117,] 0.69330683
## [118,] 1.45729370
## [119,] 0.75285545
## [120,] 0.50452926
## [121,] 0.18076097
## [122,] 0.36142578
## [123,] 1.45727377
## [124,] 0.25131054
## [125,] 1.49026985
## [126,] 1.37076610
## [127,] 0.62374493
## [128,] 1.27975091
## [129,] 1.63304746
## [130,] 0.45159075
## [131,] 0.37258337
## [132,] 2.62912309
## [133,] 0.33142469
## [134,] 0.94338792
## [135,] 0.49473127
## [136,] 0.84662252
## [137,] 1.05760160
## [138,] 2.49203451
## [139,] 0.86223698
## [140,] 0.58297480
## [141,] 0.45058124
## [142,] 0.29016629
## [143,] 0.60265321
## [144,] 0.55621155
## [145,] 1.03575952
## [146,] 0.36795198
## [147,] 0.29600047
## [148,] 0.63084004
## [149,] 0.64292994
## [150,] 0.48363853
## [151,] 2.83633079
## [152,] 1.51465561
## [153,] 0.79611325
## [154,] 0.87811787
## [155,] 1.93917409
## [156,] 0.45571275
## [157,] 1.21182890
## [158,] 0.51921804
## [159,] 2.20809417
## [160,] 0.16674683
## [161,] 1.23341005
## [162,] 0.41569530
## [163,] 0.44315315
## [164,] 0.37199166
## [165,] 1.34349332
## [166,] 0.84092686
## [167,] 0.27478853
## [168,] 1.48695525
## [169,] 0.80272792
## [170,] 0.65115791
## [171,] 0.18659431
## [172,] 0.43134063
## [173,] 0.61547174
## [174,] 2.25905140
## [175,] 1.41358281
## [176,] 0.38763103
## [177,] 0.77437489
## [178,] 0.48847078
## [179,] 0.43499242
## [180,] 1.17879253
## [181,] 1.36916248
## [182,] 1.24290995
## [183,] 1.03526611
## [184,] 1.34122861
## [185,] 2.17707864
## [186,] 0.58577484
## [187,] 0.37927839
## [188,] 3.42855898
## [189,] 1.16457386
## [190,] 0.55125709
## [191,] 1.52590577
## [192,] 0.87340148
## [193,] 1.24712841
## [194,] 1.20961993
## [195,] 0.53831696
## [196,] 0.68069458
## [197,] 0.31009787
## [198,] 0.66736730
## [199,] 0.55448459
## [200,] 0.49785701
## [201,] 1.38023959
## [202,] 0.53615212
## [203,] 0.31639311
## [204,] 0.71996519
## [205,] 1.00178527
## [206,] 0.49278421
## [207,] 0.39494031
## [208,] 0.59346975
## [209,] 0.49185627
## [210,] 1.03316734
## [211,] 0.91900057
## [212,] 0.31897200
## [213,] 0.60140401
## [214,] 0.32293432
## [215,] 0.49924559
## [216,] 0.51861951
## [217,] 3.83512104
## [218,] 0.57467078
## [219,] 0.44639501
## [220,] 0.76414059
## [221,] 2.50112303
## [222,] 0.43235043
## [223,] 0.42757977
## [224,] 0.40972546
## [225,] 0.62168471
## [226,] 1.49379880
## [227,] 1.63259886
## [228,] 0.59029511
## [229,] 0.56859276
## [230,] 0.38376373
## [231,] 2.61965726
## [232,] 0.95299382
## [233,] 1.14085252
## [234,] 2.31054232
## [235,] 0.57339633
## [236,] 0.49359768
## [237,] 0.35024379
## [238,] 0.70228892
## [239,] 0.46935564
## [240,] 0.18159262
## [241,] 0.65622839
## [242,] 0.59771341
## [243,] 0.36859658
## [244,] 1.60874098
## [245,] 0.35478939
## [246,] 0.29716493
## [247,] 5.35149102
## [248,] 0.74025455
## [249,] 2.22362828
## [250,] 1.06903629
## [251,] 1.35049777
## [252,] 0.49921446
## [253,] 0.74831317
## [254,] 1.61979844
## [255,] 0.34067115
## [256,] 0.51942494
## [257,] 1.00118513
## [258,] 0.64637572
## [259,] 0.60685449
## [260,] 0.87573514
## [261,] 2.14928786
## [262,] 0.92853528
## [263,] 0.84115634
## [264,] 0.65891277
## [265,] 0.55812372
## [266,] 2.61271665
## [267,] 0.84506078
## [268,] 1.29586911
## [269,] 1.33720553
## [270,] 0.63447678
## [271,] 0.43047485
## [272,] 1.20150633
## [273,] 0.60419785
## [274,] 0.44477521
## [275,] 1.07493366
## [276,] 0.78389492
## [277,] 0.77564927
## [278,] 0.49272229
## [279,] 0.50576910
## [280,] 1.29494967
## [281,] 1.08202842
## [282,] 0.37666110
## [283,] 0.57923738
## [284,] 1.33655452
## [285,] 0.52186960
## [286,] 0.81418636
## [287,] 0.66389688
## [288,] 0.50556952
## [289,] 0.82712018
## [290,] 0.25682265
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## [942,] 1.29150372
## [943,] 0.42644470
## [944,] 0.36888147
## [945,] 0.44388129
## [946,] 0.88822000
## [947,] 0.48971304
## [948,] 0.49921758
## [949,] 0.95905454
## [950,] 2.59090522
## [951,] 1.08465473
## [952,] 2.43662713
## [953,] 0.71277954
## [954,] 0.70188472
## [955,] 1.22072413
## [956,] 2.93303091
## [957,] 0.64560902
## [958,] 0.25172360
## [959,] 1.03736454
## [960,] 0.44326894
## [961,] 1.83541956
## [962,] 0.33539245
## [963,] 4.14732041
## [964,] 1.35980155
## [965,] 0.52195969
## [966,] 0.49034034
## [967,] 0.49691361
## [968,] 0.34190476
## [969,] 0.41402753
## [970,] 0.49636312
## [971,] 1.09450640
## [972,] 0.42948898
## [973,] 0.82876405
## [974,] 0.27812340
## [975,] 0.51168585
## [976,] 0.40382654
## [977,] 0.50784702
## [978,] 0.77413428
## [979,] 2.92168373
## [980,] 0.30291230
## [981,] 1.96431513
## [982,] 1.00554578
## [983,] 1.22167829
## [984,] 0.81151402
## [985,] 1.75071426
## [986,] 0.47488510
## [987,] 2.16392331
## [988,] 0.36969867
## [989,] 2.37021724
## [990,] 0.56816754
## [991,] 0.38616642
## [992,] 0.60427567
## [993,] 0.64734954
## [994,] 1.40433847
## [995,] 0.66097155
## [996,] 0.64056383
## [997,] 0.60875548
## [998,] 0.65829904
## [999,] 0.22550691
##
## $model.matrix
## (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1 1 0 1 0 0
## 2 1 -1 -1 -1 -1
## 3 1 1 0 0 0
## 4 1 1 0 0 0
## 5 1 1 0 0 0
## 6 1 1 0 0 0
## 7 1 0 1 0 0
## 8 1 1 0 0 0
## 9 1 1 0 0 0
## 10 1 0 1 0 0
## 11 1 1 0 0 0
## 12 1 1 0 0 0
## 13 1 1 0 0 0
## 14 1 1 0 0 0
## 15 1 1 0 0 0
## 16 1 1 0 0 0
## 17 1 1 0 0 0
## 18 1 0 1 0 0
## 19 1 0 1 0 0
## 20 1 1 0 0 0
## 21 1 1 0 0 0
## 22 1 1 0 0 0
## 23 1 0 1 0 0
## 24 1 0 1 0 0
## 25 1 1 0 0 0
## 26 1 1 0 0 0
## 27 1 0 1 0 0
## 28 1 1 0 0 0
## 29 1 1 0 0 0
## 30 1 1 0 0 0
## 31 1 1 0 0 0
## 32 1 0 1 0 0
## 33 1 1 0 0 0
## 34 1 0 1 0 0
## 35 1 1 0 0 0
## 36 1 1 0 0 0
## 37 1 0 1 0 0
## 38 1 1 0 0 0
## 39 1 0 1 0 0
## 40 1 1 0 0 0
## 41 1 1 0 0 0
## 42 1 1 0 0 0
## 43 1 1 0 0 0
## 44 1 0 1 0 0
## 45 1 1 0 0 0
## 46 1 0 1 0 0
## 47 1 1 0 0 0
## 48 1 0 1 0 0
## 49 1 1 0 0 0
## 50 1 0 1 0 0
## 51 1 1 0 0 0
## 52 1 1 0 0 0
## 53 1 1 0 0 0
## 54 1 1 0 0 0
## 55 1 1 0 0 0
## 56 1 1 0 0 0
## 57 1 1 0 0 0
## 58 1 0 1 0 0
## 59 1 1 0 0 0
## 60 1 1 0 0 0
## 61 1 0 1 0 0
## 62 1 0 1 0 0
## 63 1 0 1 0 0
## 64 1 1 0 0 0
## 65 1 0 1 0 0
## 66 1 1 0 0 0
## 67 1 0 1 0 0
## 68 1 0 1 0 0
## 69 1 0 1 0 0
## 70 1 1 0 0 0
## 71 1 1 0 0 0
## 72 1 0 1 0 0
## 73 1 0 1 0 0
## 74 1 0 1 0 0
## 75 1 0 1 0 0
## 76 1 0 1 0 0
## 77 1 0 1 0 0
## 78 1 0 1 0 0
## 79 1 0 1 0 0
## 80 1 1 0 0 0
## 81 1 1 0 0 0
## 82 1 0 1 0 0
## 83 1 0 1 0 0
## 84 1 0 1 0 0
## 85 1 1 0 0 0
## 86 1 1 0 0 0
## 87 1 0 1 0 0
## 88 1 0 1 0 0
## 89 1 0 1 0 0
## 90 1 0 1 0 0
## 91 1 0 1 0 0
## 92 1 0 1 0 0
## 93 1 0 1 0 0
## 94 1 0 1 0 0
## 95 1 0 1 0 0
## 96 1 0 1 0 0
## 97 1 1 0 0 0
## 98 1 0 1 0 0
## 99 1 1 0 0 0
## 100 1 0 1 0 0
## 101 1 0 1 0 0
## 102 1 1 0 0 0
## 103 1 0 1 0 0
## 104 1 0 1 0 0
## 105 1 1 0 0 0
## 106 1 1 0 0 0
## 107 1 1 0 0 0
## 108 1 1 0 0 0
## 109 1 0 1 0 0
## 110 1 0 1 0 0
## 111 1 1 0 0 0
## 112 1 1 0 0 0
## 113 1 1 0 0 0
## 114 1 1 0 0 0
## 115 1 1 0 0 0
## 116 1 0 1 0 0
## 117 1 1 0 0 0
## 118 1 1 0 0 0
## 119 1 1 0 0 0
## 120 1 1 0 0 0
## 121 1 0 1 0 0
## 122 1 1 0 0 0
## 123 1 0 1 0 0
## 124 1 1 0 0 0
## 125 1 1 0 0 0
## 126 1 0 1 0 0
## 127 1 0 1 0 0
## 128 1 1 0 0 0
## 129 1 0 1 0 0
## 130 1 0 1 0 0
## 131 1 1 0 0 0
## 132 1 1 0 0 0
## 133 1 1 0 0 0
## 134 1 0 1 0 0
## 135 1 1 0 0 0
## 136 1 0 1 0 0
## 137 1 1 0 0 0
## 138 1 0 1 0 0
## 139 1 1 0 0 0
## 140 1 1 0 0 0
## 141 1 1 0 0 0
## 142 1 1 0 0 0
## 143 1 1 0 0 0
## 144 1 1 0 0 0
## 145 1 1 0 0 0
## 146 1 1 0 0 0
## 147 1 1 0 0 0
## 148 1 1 0 0 0
## 149 1 0 1 0 0
## 150 1 0 1 0 0
## 151 1 1 0 0 0
## 152 1 1 0 0 0
## 153 1 1 0 0 0
## 154 1 0 1 0 0
## 155 1 0 1 0 0
## 156 1 0 1 0 0
## 157 1 0 1 0 0
## 158 1 0 1 0 0
## 159 1 0 1 0 0
## 160 1 0 1 0 0
## 161 1 1 0 0 0
## 162 1 0 1 0 0
## 163 1 1 0 0 0
## 164 1 1 0 0 0
## 165 1 0 1 0 0
## 166 1 0 1 0 0
## 167 1 0 1 0 0
## 168 1 0 1 0 0
## 169 1 1 0 0 0
## 170 1 1 0 0 0
## 171 1 1 0 0 0
## 172 1 0 1 0 0
## 173 1 0 1 0 0
## 174 1 0 1 0 0
## 175 1 0 1 0 0
## 176 1 0 1 0 0
## 177 1 1 0 0 0
## 178 1 1 0 0 0
## 179 1 0 1 0 0
## 180 1 1 0 0 0
## 181 1 1 0 0 0
## 182 1 0 1 0 0
## 183 1 1 0 0 0
## 184 1 1 0 0 0
## 185 1 0 1 0 0
## 186 1 1 0 0 0
## 187 1 1 0 0 0
## 188 1 1 0 0 0
## 189 1 1 0 0 0
## 190 1 1 0 0 0
## 191 1 1 0 0 0
## 192 1 1 0 0 0
## 193 1 0 1 0 0
## 194 1 1 0 0 0
## 195 1 1 0 0 0
## 196 1 1 0 0 0
## 197 1 1 0 0 0
## 198 1 1 0 0 0
## 199 1 0 1 0 0
## 200 1 0 1 0 0
## 201 1 1 0 0 0
## 202 1 1 0 0 0
## 203 1 1 0 0 0
## 204 1 1 0 0 0
## 205 1 0 1 0 0
## 206 1 0 1 0 0
## 207 1 0 0 1 0
## 208 1 1 0 0 0
## 209 1 1 0 0 0
## 210 1 0 1 0 0
## 211 1 1 0 0 0
## 212 1 1 0 0 0
## 213 1 1 0 0 0
## 214 1 1 0 0 0
## 215 1 0 1 0 0
## 216 1 1 0 0 0
## 217 1 0 1 0 0
## 218 1 0 1 0 0
## 219 1 0 1 0 0
## 220 1 1 0 0 0
## 221 1 1 0 0 0
## 222 1 1 0 0 0
## 223 1 1 0 0 0
## 224 1 1 0 0 0
## 225 1 1 0 0 0
## 226 1 1 0 0 0
## 227 1 1 0 0 0
## 228 1 1 0 0 0
## 229 1 1 0 0 0
## 230 1 0 1 0 0
## 231 1 1 0 0 0
## 232 1 1 0 0 0
## 233 1 1 0 0 0
## 234 1 0 1 0 0
## 235 1 0 1 0 0
## 236 1 0 1 0 0
## 237 1 0 1 0 0
## 238 1 1 0 0 0
## 239 1 1 0 0 0
## 240 1 1 0 0 0
## 241 1 1 0 0 0
## 242 1 1 0 0 0
## 243 1 1 0 0 0
## 244 1 1 0 0 0
## 245 1 0 1 0 0
## 246 1 1 0 0 0
## 247 1 1 0 0 0
## 248 1 1 0 0 0
## 249 1 1 0 0 0
## 250 1 1 0 0 0
## 251 1 0 1 0 0
## 252 1 0 1 0 0
## 253 1 1 0 0 0
## 254 1 0 1 0 0
## 255 1 1 0 0 0
## 256 1 0 1 0 0
## 257 1 0 1 0 0
## 258 1 0 1 0 0
## 259 1 0 0 0 1
## 260 1 1 0 0 0
## 261 1 0 1 0 0
## 262 1 0 1 0 0
## 263 1 0 1 0 0
## 264 1 1 0 0 0
## 265 1 1 0 0 0
## 266 1 1 0 0 0
## 267 1 1 0 0 0
## 268 1 1 0 0 0
## 269 1 1 0 0 0
## 270 1 1 0 0 0
## 271 1 0 1 0 0
## 272 1 1 0 0 0
## 273 1 1 0 0 0
## 274 1 0 1 0 0
## 275 1 0 1 0 0
## 276 1 0 1 0 0
## 277 1 0 1 0 0
## 278 1 0 1 0 0
## 279 1 1 0 0 0
## 280 1 1 0 0 0
## 281 1 1 0 0 0
## 282 1 0 1 0 0
## 283 1 0 1 0 0
## 284 1 1 0 0 0
## 285 1 1 0 0 0
## 286 1 0 1 0 0
## 287 1 1 0 0 0
## 288 1 1 0 0 0
## 289 1 0 1 0 0
## 290 1 1 0 0 0
## 291 1 1 0 0 0
## 292 1 1 0 0 0
## 293 1 1 0 0 0
## 294 1 1 0 0 0
## 295 1 0 1 0 0
## 296 1 1 0 0 0
## 297 1 1 0 0 0
## 298 1 1 0 0 0
## 299 1 0 1 0 0
## 300 1 1 0 0 0
## 301 1 0 1 0 0
## 302 1 1 0 0 0
## 303 1 0 1 0 0
## 304 1 1 0 0 0
## 305 1 1 0 0 0
## 306 1 0 1 0 0
## 307 1 0 1 0 0
## 308 1 1 0 0 0
## 309 1 0 1 0 0
## 310 1 0 1 0 0
## 311 1 0 1 0 0
## 312 1 1 0 0 0
##
## $terms
## si ~ demo$gender
## attr(,"variables")
## list(si, demo$gender)
## attr(,"factors")
## demo$gender
## si 0
## demo$gender 1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"This shows that the differences in answers are not significant,
according to gender.
Career Motivation
Next, let’s look into Carer Motivation:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$gender 4 0.0785 0.019613 0.38219 0.00495 0.678
## Residuals 307 15.7544 0.051317 0.99505
## Total 311 15.8329 1.00000
##
## $call
## adonis(formula = cm ~ demo$gender)
##
## $coefficients
## cm1 cm2 cm3 cm4 cm5
## (Intercept) 4.1373878 4.1962621 3.98559220 4.5825449 4.3574327
## demo$gender1 -0.1926364 -0.1133892 0.07518128 -0.5604454 -0.3905818
## demo$gender2 -0.3952003 -0.2978246 -0.11840470 -0.6919199 -0.5371202
## demo$gender3 0.8626122 0.8037379 1.01440780 0.4174551 -0.3574327
## demo$gender4 -0.1373878 0.8037379 0.01440780 0.4174551 0.6425673
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.09567762 0.11575292 0.59475405 0.109833439 0.09567762
## demo$gender1 0.04530173 0.06715383 -0.04818040 0.043914323 0.04530173
## demo$gender2 0.06854520 0.07397384 -0.06558703 0.055849604 0.06854520
## demo$gender3 -0.07526946 0.02061072 0.06041837 0.001277673 -0.07526946
## demo$gender4 -0.05401096 -0.04598548 0.04810310 -0.064378893 -0.05401096
## 6 7 8 9 10
## (Intercept) 0.10609885 0.09417798 0.09567762 0.09123637 0.59475405
## demo$gender1 0.03748659 0.05464527 0.04530173 0.05001881 -0.04818040
## demo$gender2 0.05722284 0.06695010 0.06854520 0.06983796 -0.06558703
## demo$gender3 -0.04226906 -0.05069972 -0.07526946 -0.04956971 0.06041837
## demo$gender4 -0.06262059 -0.07195576 -0.05401096 -0.06995978 0.04810310
## 11 12 13 14 15
## (Intercept) 0.13219105 0.09567762 0.09567762 0.11661361 0.09567762
## demo$gender1 0.05258497 0.04530173 0.04530173 0.04060599 0.04530173
## demo$gender2 0.05554796 0.06854520 0.06854520 0.04855831 0.06854520
## demo$gender3 -0.01591199 -0.07526946 -0.07526946 -0.02570452 -0.07526946
## demo$gender4 -0.03695296 -0.05401096 -0.05401096 -0.04684617 -0.05401096
## 16 17 18 19 20
## (Intercept) 0.11661361 0.09567762 0.11258491 0.09567762 0.11661361
## demo$gender1 0.04060599 0.04530173 0.03431246 0.04530173 0.04060599
## demo$gender2 0.04855831 0.06854520 0.05044020 0.06854520 0.04855831
## demo$gender3 -0.02570452 -0.07526946 -0.06910665 -0.07526946 -0.02570452
## demo$gender4 -0.04684617 -0.05401096 -0.04591824 -0.05401096 -0.04684617
## 21 22 23 24 25
## (Intercept) 0.09123637 0.09567762 0.412509427 0.11946475 0.09567762
## demo$gender1 0.05001881 0.04530173 -0.009018937 0.03330958 0.04530173
## demo$gender2 0.06983796 0.06854520 -0.024808581 0.04555770 0.06854520
## demo$gender3 -0.04956971 -0.07526946 0.042036027 -0.05279809 -0.07526946
## demo$gender4 -0.06995978 -0.05401096 0.024990573 -0.02855566 -0.05401096
## 26 27 28 29 30
## (Intercept) 0.59475405 0.09123637 0.11661361 0.09567762 0.3033570048
## demo$gender1 -0.04818040 0.05001881 0.04060599 0.04530173 0.0120528537
## demo$gender2 -0.06558703 0.06983796 0.04855831 0.06854520 0.0003991132
## demo$gender3 0.06041837 -0.04956971 -0.02570452 -0.07526946 0.0299763285
## demo$gender4 0.04810310 -0.06995978 -0.04684617 -0.05401096 0.0109287095
## 31 32 33 34 35
## (Intercept) 0.54385166 0.54369235 0.59475405 0.09567762 0.13742115
## demo$gender1 -0.03858624 -0.03706573 -0.04818040 0.04530173 0.03365888
## demo$gender2 -0.05452723 -0.05652566 -0.06558703 0.06854520 0.03888226
## demo$gender3 0.05614834 0.05630765 0.06041837 -0.07526946 -0.02114208
## demo$gender4 0.04235524 0.04251455 0.04810310 -0.05401096 -0.04218305
## 36 37 38 39 40
## (Intercept) 0.10530691 0.151968264 0.59475405 0.40999997 0.09567762
## demo$gender1 0.04912767 0.030747282 -0.04818040 -0.01025165 0.04530173
## demo$gender2 0.06141004 0.037816170 -0.06558703 -0.03110423 0.06854520
## demo$gender3 -0.06182865 -0.035689194 0.06041837 0.04454548 -0.07526946
## demo$gender4 -0.03864024 -0.009111121 0.04810310 0.02750003 -0.05401096
## 41 42 43 44 45
## (Intercept) 0.59475405 0.09567762 0.09567762 0.301659283 0.09728143
## demo$gender1 -0.04818040 0.04530173 0.04530173 0.011262007 0.04725633
## demo$gender2 -0.06558703 0.06854520 0.06854520 -0.003903206 0.06355405
## demo$gender3 0.06041837 -0.07526946 -0.07526946 0.031674051 -0.07600484
## demo$gender4 0.04810310 -0.05401096 -0.05401096 0.012626432 -0.05380317
## 46 47 48 49 50
## (Intercept) 0.211574389 0.19322930 0.59475405 0.11683076 0.411830362
## demo$gender1 0.029353900 0.03539828 -0.04818040 0.02983325 -0.007514642
## demo$gender2 0.021216577 0.03964229 -0.06558703 0.04963522 -0.028350072
## demo$gender3 0.019194842 0.02628289 0.06041837 -0.09555416 0.042715093
## demo$gender4 -0.001048073 -0.04322930 0.04810310 -0.02987424 0.025669638
## 51 52 53 54 55
## (Intercept) 0.59475405 0.213882233 0.16015662 0.59475405 0.11258491
## demo$gender1 -0.04818040 0.030787786 0.02758582 -0.04818040 0.03431246
## demo$gender2 -0.06558703 0.026706224 0.03018095 -0.06558703 0.05044020
## demo$gender3 0.06041837 0.016886998 -0.01729948 0.06041837 -0.06910665
## demo$gender4 0.04810310 -0.003355917 -0.03820540 0.04810310 -0.04591824
## 56 57 58 59 60
## (Intercept) 0.13742115 0.13082464 0.09567762 0.09567762 0.45810704
## demo$gender1 0.03365888 0.03603703 0.04530173 0.04530173 -0.01505365
## demo$gender2 0.03888226 0.04576035 0.06854520 0.06854520 -0.02306764
## demo$gender3 -0.02114208 -0.03991555 -0.07526946 -0.07526946 0.04189296
## demo$gender4 -0.04218305 -0.06105719 -0.05401096 -0.05401096 0.02576393
## 61 62 63 64 65
## (Intercept) 0.09567762 0.12800603 0.10318778 0.16039444 0.13639203
## demo$gender1 0.04530173 0.04535870 0.04466213 0.02826396 0.02327764
## demo$gender2 0.06854520 0.05021915 0.06048436 0.03021625 0.04083289
## demo$gender3 -0.07526946 -0.01172696 -0.01623125 -0.01753729 -0.09291377
## demo$gender4 -0.05401096 -0.03276794 -0.08096555 -0.03844322 -0.02528092
## 66 67 68 69 70
## (Intercept) 0.13015411 0.09567762 0.10318778 0.12083618 0.09123637
## demo$gender1 0.03545540 0.04530173 0.04466213 0.04837198 0.05001881
## demo$gender2 0.04433041 0.06854520 0.06048436 0.05346001 0.06983796
## demo$gender3 -0.03924502 -0.07526946 -0.01623125 -0.02992709 -0.04956971
## demo$gender4 -0.06038667 -0.05401096 -0.08096555 -0.05106874 -0.06995978
## 71 72 73 74 75
## (Intercept) 0.09567762 0.240083240 0.11661361 0.09567762 0.09567762
## demo$gender1 0.04530173 0.024625947 0.04060599 0.04530173 0.04530173
## demo$gender2 0.06854520 0.012752046 0.04855831 0.06854520 0.06854520
## demo$gender3 -0.07526946 0.023074655 -0.02570452 -0.07526946 -0.07526946
## demo$gender4 -0.05401096 0.003160003 -0.04684617 -0.05401096 -0.05401096
## 76 77 78 79 80
## (Intercept) 0.09728143 0.09567762 0.59475405 0.11661361 0.09567762
## demo$gender1 0.04725633 0.04530173 -0.04818040 0.04060599 0.04530173
## demo$gender2 0.06355405 0.06854520 -0.06558703 0.04855831 0.06854520
## demo$gender3 -0.07600484 -0.07526946 0.06041837 -0.02570452 -0.07526946
## demo$gender4 -0.05380317 -0.05401096 0.04810310 -0.04684617 -0.05401096
## 81 82 83 84 85
## (Intercept) 0.09567762 0.18473229 0.301596730 0.08810739 0.11661361
## demo$gender1 0.04530173 0.02198141 0.012192299 0.05736288 0.04060599
## demo$gender2 0.06854520 0.02229456 -0.005021158 0.07336208 0.04855831
## demo$gender3 -0.07526946 -0.01400058 0.031736604 -0.02427761 -0.02570452
## demo$gender4 -0.05401096 -0.03473229 0.012688985 -0.08810739 -0.04684617
## 86 87 88 89 90
## (Intercept) 0.09123637 0.12060928 0.269910256 0.09567762 0.13765338
## demo$gender1 0.05001881 0.04773145 0.017790610 0.04530173 0.03431768
## demo$gender2 0.06983796 0.05341986 0.004743871 0.06854520 0.03892016
## demo$gender3 -0.04956971 -0.02970019 0.027387041 -0.07526946 -0.02137431
## demo$gender4 -0.06995978 -0.05084184 0.007867522 -0.05401096 -0.04241528
## 91 92 93 94 95
## (Intercept) 0.09567762 0.09123637 0.45180633 0.09567762 0.09123637
## demo$gender1 0.04530173 0.05001881 -0.01782973 0.04530173 0.05001881
## demo$gender2 0.06854520 0.06983796 -0.03919368 0.06854520 0.06983796
## demo$gender3 -0.07526946 -0.04956971 0.04819367 -0.07526946 -0.04956971
## demo$gender4 -0.05401096 -0.06995978 0.03206464 -0.05401096 -0.06995978
## 96 97 98 99 100
## (Intercept) 0.10530691 0.11035555 0.59475405 0.173339258 0.09567762
## demo$gender1 0.04912767 0.03298137 -0.04818040 0.032823661 0.04530173
## demo$gender2 0.06141004 0.05622517 -0.06558703 0.031327272 0.06854520
## demo$gender3 -0.06182865 -0.06868888 0.06041837 -0.002607551 -0.07526946
## demo$gender4 -0.03864024 -0.04652576 0.04810310 -0.023339258 -0.05401096
## 101 102 103 104 105
## (Intercept) 0.09567762 0.09567762 0.104861299 0.10971134 0.09567762
## demo$gender1 0.04530173 0.04530173 0.061921400 0.04151493 0.04530173
## demo$gender2 0.06854520 0.06854520 0.071706598 0.05354667 0.06854520
## demo$gender3 -0.07526946 -0.07526946 0.006249812 -0.04304468 -0.07526946
## demo$gender4 -0.05401096 -0.05401096 -0.059406754 -0.06425680 -0.05401096
## 106 107 108 109 110
## (Intercept) 0.40986784 0.09567762 0.10318778 0.59475405 0.10062269
## demo$gender1 -0.01182186 0.04530173 0.04466213 -0.04818040 0.05412040
## demo$gender2 -0.02993043 0.06854520 0.06048436 -0.06558703 0.06245571
## demo$gender3 0.04467762 -0.07526946 -0.01623125 0.06041837 -0.03395602
## demo$gender4 0.02763216 -0.05401096 -0.08096555 0.04810310 -0.05516814
## 111 112 113 114 115
## (Intercept) 0.09567762 0.59475405 0.09567762 0.09567762 0.12060928
## demo$gender1 0.04530173 -0.04818040 0.04530173 0.04530173 0.04773145
## demo$gender2 0.06854520 -0.06558703 0.06854520 0.06854520 0.05341986
## demo$gender3 -0.07526946 0.06041837 -0.07526946 -0.07526946 -0.02970019
## demo$gender4 -0.05401096 0.04810310 -0.05401096 -0.05401096 -0.05084184
## 116 117 118 119 120
## (Intercept) 0.09567762 0.09567762 0.14782784 0.59475405 0.09123637
## demo$gender1 0.04530173 0.04530173 0.03730344 -0.04818040 0.05001881
## demo$gender2 0.06854520 0.06854520 0.04899191 -0.06558703 0.06983796
## demo$gender3 -0.07526946 -0.07526946 -0.05691875 0.06041837 -0.04956971
## demo$gender4 -0.05401096 -0.05401096 -0.03154877 0.04810310 -0.06995978
## 121 122 123 124 125
## (Intercept) 0.09567762 0.09567762 0.09567762 0.18326413 0.09567762
## demo$gender1 0.04530173 0.04530173 0.04530173 0.02048935 0.04530173
## demo$gender2 0.06854520 0.06854520 0.06854520 0.01938215 0.06854520
## demo$gender3 -0.07526946 -0.07526946 -0.07526946 -0.01253242 -0.07526946
## demo$gender4 -0.05401096 -0.05401096 -0.05401096 -0.03326413 -0.05401096
## 126 127 128 129 130
## (Intercept) 0.09567762 0.209722215 0.11661361 0.09567762 0.09567762
## demo$gender1 0.04530173 0.015930009 0.04060599 0.04530173 0.04530173
## demo$gender2 0.06854520 0.011527236 0.04855831 0.06854520 0.06854520
## demo$gender3 -0.07526946 -0.009722215 -0.02570452 -0.07526946 -0.07526946
## demo$gender4 -0.05401096 -0.030235036 -0.04684617 -0.05401096 -0.05401096
## 131 132 133 134 135
## (Intercept) 0.13765338 0.09567762 0.09567762 0.09567762 0.09567762
## demo$gender1 0.03431768 0.04530173 0.04530173 0.04530173 0.04530173
## demo$gender2 0.03892016 0.06854520 0.06854520 0.06854520 0.06854520
## demo$gender3 -0.02137431 -0.07526946 -0.07526946 -0.07526946 -0.07526946
## demo$gender4 -0.04241528 -0.05401096 -0.05401096 -0.05401096 -0.05401096
## 136 137 138 139 140
## (Intercept) 0.13742115 0.09567762 0.54385166 0.09728143 0.09567762
## demo$gender1 0.03365888 0.04530173 -0.03858624 0.04725633 0.04530173
## demo$gender2 0.03888226 0.06854520 -0.05452723 0.06355405 0.06854520
## demo$gender3 -0.02114208 -0.07526946 0.05614834 -0.07600484 -0.07526946
## demo$gender4 -0.04218305 -0.05401096 0.04235524 -0.05380317 -0.05401096
## 141 142 143 144 145
## (Intercept) 0.109833439 0.09123637 0.09567762 0.11661361 0.10318778
## demo$gender1 0.043914323 0.05001881 0.04530173 0.04060599 0.04466213
## demo$gender2 0.055849604 0.06983796 0.06854520 0.04855831 0.06048436
## demo$gender3 0.001277673 -0.04956971 -0.07526946 -0.02570452 -0.01623125
## demo$gender4 -0.064378893 -0.06995978 -0.05401096 -0.04684617 -0.08096555
## 146 147 148 149 150
## (Intercept) 0.13742115 0.09567762 0.11661361 0.59475405 0.094317394
## demo$gender1 0.03365888 0.04530173 0.04060599 -0.04818040 0.056971134
## demo$gender2 0.03888226 0.06854520 0.04855831 -0.06558703 0.069183255
## demo$gender3 -0.02114208 -0.07526946 -0.02570452 0.06041837 -0.007360872
## demo$gender4 -0.04218305 -0.05401096 -0.04684617 0.04810310 -0.072095172
## 151 152 153 154 155
## (Intercept) 0.09567762 0.09567762 0.11946475 0.109833439 0.11683076
## demo$gender1 0.04530173 0.04530173 0.03330958 0.043914323 0.02983325
## demo$gender2 0.06854520 0.06854520 0.04555770 0.055849604 0.04963522
## demo$gender3 -0.07526946 -0.07526946 -0.05279809 0.001277673 -0.09555416
## demo$gender4 -0.05401096 -0.05401096 -0.02855566 -0.064378893 -0.02987424
## 156 157 158 159 160
## (Intercept) 0.09567762 0.09567762 0.11661361 0.09123637 0.12060928
## demo$gender1 0.04530173 0.04530173 0.04060599 0.05001881 0.04773145
## demo$gender2 0.06854520 0.06854520 0.04855831 0.06983796 0.05341986
## demo$gender3 -0.07526946 -0.07526946 -0.02570452 -0.04956971 -0.02970019
## demo$gender4 -0.05401096 -0.05401096 -0.04684617 -0.06995978 -0.05084184
## 161 162 163 164 165
## (Intercept) 0.11683076 0.59475405 0.09567762 0.09567762 0.11035555
## demo$gender1 0.02983325 -0.04818040 0.04530173 0.04530173 0.03298137
## demo$gender2 0.04963522 -0.06558703 0.06854520 0.06854520 0.05622517
## demo$gender3 -0.09555416 0.06041837 -0.07526946 -0.07526946 -0.06868888
## demo$gender4 -0.02987424 0.04810310 -0.05401096 -0.05401096 -0.04652576
## 166 167 168 169 170
## (Intercept) 0.09567762 0.09567762 0.11661361 0.09567762 0.301659283
## demo$gender1 0.04530173 0.04530173 0.04060599 0.04530173 0.011262007
## demo$gender2 0.06854520 0.06854520 0.04855831 0.06854520 -0.003903206
## demo$gender3 -0.07526946 -0.07526946 -0.02570452 -0.07526946 0.031674051
## demo$gender4 -0.05401096 -0.05401096 -0.04684617 -0.05401096 0.012626432
## 171 172 173 174 175
## (Intercept) 0.59475405 0.10062269 0.13834304 0.11035555 0.10172246
## demo$gender1 -0.04818040 0.05412040 0.03491781 0.03298137 0.04254665
## demo$gender2 -0.06558703 0.06245571 0.04038902 0.05622517 0.06242731
## demo$gender3 0.06041837 -0.03395602 -0.02206397 -0.06868888 -0.10172246
## demo$gender4 0.04810310 -0.05516814 -0.04310495 -0.04652576 -0.03789268
## 176 177 178 179 180
## (Intercept) 0.10765672 0.49598272 0.09276120 0.12800603 0.12083618
## demo$gender1 0.03993980 -0.02870624 0.05242122 0.04535870 0.04837198
## demo$gender2 0.05944325 -0.04654753 0.07201004 0.05021915 0.05346001
## demo$gender3 -0.04382693 0.05240438 -0.05109454 -0.01172696 -0.02992709
## demo$gender4 -0.06417846 0.03735062 -0.07148461 -0.03276794 -0.05106874
## 181 182 183 184 185
## (Intercept) 0.09567762 0.272791042 0.59475405 0.09567762 0.13019986
## demo$gender1 0.04530173 0.021859134 -0.04818040 0.04530173 0.02782392
## demo$gender2 0.06854520 0.009317705 -0.06558703 0.06854520 0.04919865
## demo$gender3 -0.07526946 0.024506255 0.06041837 -0.07526946 -0.06637007
## demo$gender4 -0.05401096 0.004986736 0.04810310 -0.05401096 -0.04324334
## 186 187 188 189 190
## (Intercept) 0.11661361 0.49677613 0.215287572 0.09567762 0.09567762
## demo$gender1 0.04060599 -0.02645240 0.032381715 0.04530173 0.04530173
## demo$gender2 0.04855831 -0.04642113 0.029328312 0.06854520 0.06854520
## demo$gender3 -0.02570452 0.05161097 0.015481659 -0.07526946 -0.07526946
## demo$gender4 -0.04684617 0.03655721 -0.004761256 -0.05401096 -0.05401096
## 191 192 193 194 195
## (Intercept) 0.301768606 0.09123637 0.10062269 0.09567762 0.59475405
## demo$gender1 0.012142555 0.05001881 0.05412040 0.04530173 -0.04818040
## demo$gender2 -0.004455785 0.06983796 0.06245571 0.06854520 -0.06558703
## demo$gender3 0.031564728 -0.04956971 -0.03395602 -0.07526946 0.06041837
## demo$gender4 0.012517109 -0.06995978 -0.05516814 -0.05401096 0.04810310
## 196 197 198 199 200
## (Intercept) 0.11661361 0.12055114 0.09567762 0.09728143 0.10172246
## demo$gender1 0.04060599 0.03646966 0.04530173 0.04725633 0.04254665
## demo$gender2 0.04855831 0.05415993 0.06854520 0.06355405 0.06242731
## demo$gender3 -0.02570452 -0.09927454 -0.07526946 -0.07600484 -0.10172246
## demo$gender4 -0.04684617 -0.03359461 -0.05401096 -0.05380317 -0.03789268
## 201 202 203 204 205
## (Intercept) 0.211574389 0.09123637 0.09567762 0.411578880 0.130257062
## demo$gender1 0.029353900 0.05001881 0.04530173 -0.009417791 0.037932781
## demo$gender2 0.021216577 0.06983796 0.06854520 -0.027201369 0.046707326
## demo$gender3 0.019194842 -0.04956971 -0.07526946 0.042966575 0.006106575
## demo$gender4 -0.001048073 -0.06995978 -0.05401096 0.025921120 -0.060489620
## 206 207 208 209 210
## (Intercept) 0.59475405 0.10172246 0.10172246 0.11683076 0.11661361
## demo$gender1 -0.04818040 0.04254665 0.04254665 0.02983325 0.04060599
## demo$gender2 -0.06558703 0.06242731 0.06242731 0.04963522 0.04855831
## demo$gender3 0.06041837 -0.10172246 -0.10172246 -0.09555416 -0.02570452
## demo$gender4 0.04810310 -0.03789268 -0.03789268 -0.02987424 -0.04684617
## 211 212 213 214 215
## (Intercept) 0.59475405 0.09123637 0.09567762 0.09567762 0.09567762
## demo$gender1 -0.04818040 0.05001881 0.04530173 0.04530173 0.04530173
## demo$gender2 -0.06558703 0.06983796 0.06854520 0.06854520 0.06854520
## demo$gender3 0.06041837 -0.04956971 -0.07526946 -0.07526946 -0.07526946
## demo$gender4 0.04810310 -0.06995978 -0.05401096 -0.05401096 -0.05401096
## 216 217 218 219 220
## (Intercept) 0.59475405 0.09567762 0.09567762 0.09567762 0.09567762
## demo$gender1 -0.04818040 0.04530173 0.04530173 0.04530173 0.04530173
## demo$gender2 -0.06558703 0.06854520 0.06854520 0.06854520 0.06854520
## demo$gender3 0.06041837 -0.07526946 -0.07526946 -0.07526946 -0.07526946
## demo$gender4 0.04810310 -0.05401096 -0.05401096 -0.05401096 -0.05401096
## 221 222 223 224 225
## (Intercept) 0.09567762 0.09567762 0.09567762 0.11035555 0.16015662
## demo$gender1 0.04530173 0.04530173 0.04530173 0.03298137 0.02758582
## demo$gender2 0.06854520 0.06854520 0.06854520 0.05622517 0.03018095
## demo$gender3 -0.07526946 -0.07526946 -0.07526946 -0.06868888 -0.01729948
## demo$gender4 -0.05401096 -0.05401096 -0.05401096 -0.04652576 -0.03820540
## 226 227 228 229 230
## (Intercept) 0.11431670 0.162532771 0.09123637 0.59475405 0.59475405
## demo$gender1 0.03914453 0.043735494 0.05001881 -0.04818040 -0.04818040
## demo$gender2 0.05494429 0.042050029 0.06983796 -0.06558703 -0.06558703
## demo$gender3 -0.02736018 0.008198937 -0.04956971 0.06041837 0.06041837
## demo$gender4 -0.04765004 -0.012532771 -0.06995978 0.04810310 0.04810310
## 231 232 233 234 235
## (Intercept) 0.09417798 0.09567762 0.09123637 0.09728143 0.59475405
## demo$gender1 0.05464527 0.04530173 0.05001881 0.04725633 -0.04818040
## demo$gender2 0.06695010 0.06854520 0.06983796 0.06355405 -0.06558703
## demo$gender3 -0.05069972 -0.07526946 -0.04956971 -0.07600484 0.06041837
## demo$gender4 -0.07195576 -0.05401096 -0.06995978 -0.05380317 0.04810310
## 236 237 238 239 240
## (Intercept) 0.40986784 0.09567762 0.13765338 0.09567762 0.11683076
## demo$gender1 -0.01182186 0.04530173 0.03431768 0.04530173 0.02983325
## demo$gender2 -0.02993043 0.06854520 0.03892016 0.06854520 0.04963522
## demo$gender3 0.04467762 -0.07526946 -0.02137431 -0.07526946 -0.09555416
## demo$gender4 0.02763216 -0.05401096 -0.04241528 -0.05401096 -0.02987424
## 241 242 243 244 245
## (Intercept) 0.11661361 0.09567762 0.16181867 0.09567762 0.11035555
## demo$gender1 0.04060599 0.04530173 0.02971428 0.04530173 0.03298137
## demo$gender2 0.04855831 0.06854520 0.03303864 0.06854520 0.05622517
## demo$gender3 -0.02570452 -0.07526946 -0.01896153 -0.07526946 -0.06868888
## demo$gender4 -0.04684617 -0.05401096 -0.03986745 -0.05401096 -0.04652576
## 246 247 248 249 250
## (Intercept) 0.09567762 0.11661361 0.303309012 0.09567762 0.09567762
## demo$gender1 0.04530173 0.04060599 0.010599714 0.04530173 0.04530173
## demo$gender2 0.06854520 0.04855831 0.001708274 0.06854520 0.06854520
## demo$gender3 -0.07526946 -0.02570452 0.030024321 -0.07526946 -0.07526946
## demo$gender4 -0.05401096 -0.04684617 0.010976702 -0.05401096 -0.05401096
## 251 252 253 254 255
## (Intercept) 0.09417798 0.09567762 0.10609885 0.09567762 0.11661361
## demo$gender1 0.05464527 0.04530173 0.03748659 0.04530173 0.04060599
## demo$gender2 0.06695010 0.06854520 0.05722284 0.06854520 0.04855831
## demo$gender3 -0.05069972 -0.07526946 -0.04226906 -0.07526946 -0.02570452
## demo$gender4 -0.07195576 -0.05401096 -0.06262059 -0.05401096 -0.04684617
## 256 257 258 259 260
## (Intercept) 0.162532771 0.10721251 0.14197585 0.08810739 0.20361747
## demo$gender1 0.043735494 0.05206084 0.04263919 0.05736288 0.01596544
## demo$gender2 0.042050029 0.06515986 0.04833648 0.07336208 0.02199131
## demo$gender3 0.008198937 -0.02025599 0.02081485 -0.02427761 -0.06076033
## demo$gender4 -0.012532771 -0.08499029 -0.04673775 -0.08810739 0.01589472
## 261 262 263 264 265
## (Intercept) 0.09567762 0.370565167 0.270024865 0.59475405 0.59475405
## demo$gender1 0.04530173 -0.003615996 0.018682358 -0.04818040 -0.04818040
## demo$gender2 0.06854520 -0.023725937 0.004195950 -0.06558703 -0.06558703
## demo$gender3 -0.07526946 0.041199539 0.027272432 0.06041837 0.06041837
## demo$gender4 -0.05401096 0.023374227 0.007752913 0.04810310 0.04810310
## 266 267 268 269 270
## (Intercept) 0.09567762 0.11035555 0.09567762 0.09567762 0.11035555
## demo$gender1 0.04530173 0.03298137 0.04530173 0.04530173 0.03298137
## demo$gender2 0.06854520 0.05622517 0.06854520 0.06854520 0.05622517
## demo$gender3 -0.07526946 -0.06868888 -0.07526946 -0.07526946 -0.06868888
## demo$gender4 -0.05401096 -0.04652576 -0.05401096 -0.05401096 -0.04652576
## 271 272 273 274 275
## (Intercept) 0.094317394 0.1992925799 0.09123637 0.338746225 0.094317394
## demo$gender1 0.056971134 0.0262781695 0.05001881 0.006104891 0.056971134
## demo$gender2 0.069183255 0.0254457240 0.06983796 -0.004558545 0.069183255
## demo$gender3 -0.007360872 0.0007074201 -0.04956971 0.032682347 -0.007360872
## demo$gender4 -0.072095172 -0.0198054004 -0.06995978 0.014194952 -0.072095172
## 276 277 278 279 280
## (Intercept) 0.12336423 0.09567762 0.09567762 0.303418335 0.54385166
## demo$gender1 0.04026420 0.04530173 0.04530173 0.011480262 -0.03858624
## demo$gender2 0.05030150 0.06854520 0.06854520 0.001155695 -0.05452723
## demo$gender3 -0.05669756 -0.07526946 -0.07526946 0.029914998 0.05614834
## demo$gender4 -0.03245513 -0.05401096 -0.05401096 0.010867379 0.04235524
## 281 282 283 284 285
## (Intercept) 0.09567762 0.59475405 0.09567762 0.13015411 0.094317394
## demo$gender1 0.04530173 -0.04818040 0.04530173 0.03545540 0.056971134
## demo$gender2 0.06854520 -0.06558703 0.06854520 0.04433041 0.069183255
## demo$gender3 -0.07526946 0.06041837 -0.07526946 -0.03924502 -0.007360872
## demo$gender4 -0.05401096 0.04810310 -0.05401096 -0.06038667 -0.072095172
## 286 287 288 289 290
## (Intercept) 0.14379029 0.09567762 0.09123637 0.09728143 0.09728143
## demo$gender1 0.04291120 0.04530173 0.05001881 0.04725633 0.04725633
## demo$gender2 0.04873736 0.06854520 0.06983796 0.06355405 0.06355405
## demo$gender3 -0.02751122 -0.07526946 -0.04956971 -0.07600484 -0.07600484
## demo$gender4 -0.04855219 -0.05401096 -0.06995978 -0.05380317 -0.05380317
## 291 292 293 294 295
## (Intercept) 0.59475405 0.09567762 0.09567762 0.09567762 0.09567762
## demo$gender1 -0.04818040 0.04530173 0.04530173 0.04530173 0.04530173
## demo$gender2 -0.06558703 0.06854520 0.06854520 0.06854520 0.06854520
## demo$gender3 0.06041837 -0.07526946 -0.07526946 -0.07526946 -0.07526946
## demo$gender4 0.04810310 -0.05401096 -0.05401096 -0.05401096 -0.05401096
## 296 297 298 299 300
## (Intercept) 0.09567762 0.11661361 0.59475405 0.213103408 0.09567762
## demo$gender1 0.04530173 0.04060599 -0.04818040 0.030099382 0.04530173
## demo$gender2 0.06854520 0.04855831 -0.06558703 0.025058152 0.06854520
## demo$gender3 -0.07526946 -0.02570452 0.06041837 0.017665823 -0.07526946
## demo$gender4 -0.05401096 -0.04684617 0.04810310 -0.002577092 -0.05401096
## 301 302 303 304 305
## (Intercept) 0.59475405 0.13639203 0.09567762 0.09743651 0.10609885
## demo$gender1 -0.04818040 0.02327764 0.04530173 0.04951276 0.03748659
## demo$gender2 -0.06558703 0.04083289 0.06854520 0.06572128 0.05722284
## demo$gender3 0.06041837 -0.09291377 -0.07526946 -0.03360672 -0.04226906
## demo$gender4 0.04810310 -0.02528092 -0.05401096 -0.05395825 -0.06262059
## 306 307 308 309 310
## (Intercept) 0.54426905 0.11258491 0.10765672 0.15769710 0.59475405
## demo$gender1 -0.03567804 0.03431246 0.03993980 0.01755160 -0.04818040
## demo$gender2 -0.05618325 0.05044020 0.05944325 0.03299721 -0.06558703
## demo$gender3 0.05573095 -0.06910665 -0.04382693 -0.09103044 0.06041837
## demo$gender4 0.04193785 -0.04591824 -0.06417846 -0.02133347 0.04810310
## 311 312
## (Intercept) 0.11661361 0.09567762
## demo$gender1 0.04060599 0.04530173
## demo$gender2 0.04855831 0.06854520
## demo$gender3 -0.02570452 -0.07526946
## demo$gender4 -0.04684617 -0.05401096
##
## $f.perms
## [,1]
## [1,] 0.34970318
## [2,] 0.12009148
## [3,] 0.50309463
## [4,] 1.55391256
## [5,] 0.45204293
## [6,] 0.48284379
## [7,] 0.40082593
## [8,] 0.69055091
## [9,] 0.72347633
## [10,] 0.93453249
## [11,] 0.16408289
## [12,] 0.22774980
## [13,] 0.70770660
## [14,] 2.00763185
## [15,] 1.64715498
## [16,] 1.88817091
## [17,] 1.81307311
## [18,] 1.60613230
## [19,] 0.43127994
## [20,] 0.16073391
## [21,] 0.22624247
## [22,] 1.95593833
## [23,] 0.62317304
## [24,] 0.49173581
## [25,] 0.30895339
## [26,] 0.71402114
## [27,] 1.87299536
## [28,] 1.13083466
## [29,] 0.51466736
## [30,] 1.65223353
## [31,] 1.79312663
## [32,] 0.79259153
## [33,] 2.34684431
## [34,] 1.65919797
## [35,] 3.06769565
## [36,] 0.25865415
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## [934,] 1.01782494
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## [945,] 0.62300593
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## [947,] 1.74508044
## [948,] 1.63830323
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## [952,] 1.83015550
## [953,] 0.27035878
## [954,] 2.30539824
## [955,] 0.21069047
## [956,] 0.78703230
## [957,] 0.31715971
## [958,] 3.43945114
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## [963,] 1.61975595
## [964,] 1.70363963
## [965,] 0.27567907
## [966,] 1.73920670
## [967,] 0.29491879
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## [969,] 0.44146657
## [970,] 0.17201079
## [971,] 0.49083848
## [972,] 1.75461524
## [973,] 0.36597605
## [974,] 0.56756027
## [975,] 1.66232013
## [976,] 1.57881457
## [977,] 0.51990809
## [978,] 0.38688011
## [979,] 0.82088908
## [980,] 0.22821723
## [981,] 0.35643387
## [982,] 0.27708003
## [983,] 1.92196780
## [984,] 1.45901838
## [985,] 1.79582324
## [986,] 1.62009900
## [987,] 0.28539629
## [988,] 0.34656836
## [989,] 0.43307405
## [990,] 0.20154033
## [991,] 0.30319329
## [992,] 0.75328732
## [993,] 0.44312406
## [994,] 0.14052013
## [995,] 0.52809460
## [996,] 0.32995131
## [997,] 0.21819970
## [998,] 1.68434590
## [999,] 0.41356326
##
## $model.matrix
## (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1 1 0 1 0 0
## 2 1 -1 -1 -1 -1
## 3 1 1 0 0 0
## 4 1 1 0 0 0
## 5 1 1 0 0 0
## 6 1 1 0 0 0
## 7 1 0 1 0 0
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## 35 1 1 0 0 0
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## 40 1 1 0 0 0
## 41 1 1 0 0 0
## 42 1 1 0 0 0
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## 93 1 0 1 0 0
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## 145 1 1 0 0 0
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## 150 1 0 1 0 0
## 151 1 1 0 0 0
## 152 1 1 0 0 0
## 153 1 1 0 0 0
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## 158 1 0 1 0 0
## 159 1 0 1 0 0
## 160 1 0 1 0 0
## 161 1 1 0 0 0
## 162 1 0 1 0 0
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## 164 1 1 0 0 0
## 165 1 0 1 0 0
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## 170 1 1 0 0 0
## 171 1 1 0 0 0
## 172 1 0 1 0 0
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## 190 1 1 0 0 0
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## 192 1 1 0 0 0
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## 207 1 0 0 1 0
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## 210 1 0 1 0 0
## 211 1 1 0 0 0
## 212 1 1 0 0 0
## 213 1 1 0 0 0
## 214 1 1 0 0 0
## 215 1 0 1 0 0
## 216 1 1 0 0 0
## 217 1 0 1 0 0
## 218 1 0 1 0 0
## 219 1 0 1 0 0
## 220 1 1 0 0 0
## 221 1 1 0 0 0
## 222 1 1 0 0 0
## 223 1 1 0 0 0
## 224 1 1 0 0 0
## 225 1 1 0 0 0
## 226 1 1 0 0 0
## 227 1 1 0 0 0
## 228 1 1 0 0 0
## 229 1 1 0 0 0
## 230 1 0 1 0 0
## 231 1 1 0 0 0
## 232 1 1 0 0 0
## 233 1 1 0 0 0
## 234 1 0 1 0 0
## 235 1 0 1 0 0
## 236 1 0 1 0 0
## 237 1 0 1 0 0
## 238 1 1 0 0 0
## 239 1 1 0 0 0
## 240 1 1 0 0 0
## 241 1 1 0 0 0
## 242 1 1 0 0 0
## 243 1 1 0 0 0
## 244 1 1 0 0 0
## 245 1 0 1 0 0
## 246 1 1 0 0 0
## 247 1 1 0 0 0
## 248 1 1 0 0 0
## 249 1 1 0 0 0
## 250 1 1 0 0 0
## 251 1 0 1 0 0
## 252 1 0 1 0 0
## 253 1 1 0 0 0
## 254 1 0 1 0 0
## 255 1 1 0 0 0
## 256 1 0 1 0 0
## 257 1 0 1 0 0
## 258 1 0 1 0 0
## 259 1 0 0 0 1
## 260 1 1 0 0 0
## 261 1 0 1 0 0
## 262 1 0 1 0 0
## 263 1 0 1 0 0
## 264 1 1 0 0 0
## 265 1 1 0 0 0
## 266 1 1 0 0 0
## 267 1 1 0 0 0
## 268 1 1 0 0 0
## 269 1 1 0 0 0
## 270 1 1 0 0 0
## 271 1 0 1 0 0
## 272 1 1 0 0 0
## 273 1 1 0 0 0
## 274 1 0 1 0 0
## 275 1 0 1 0 0
## 276 1 0 1 0 0
## 277 1 0 1 0 0
## 278 1 0 1 0 0
## 279 1 1 0 0 0
## 280 1 1 0 0 0
## 281 1 1 0 0 0
## 282 1 0 1 0 0
## 283 1 0 1 0 0
## 284 1 1 0 0 0
## 285 1 1 0 0 0
## 286 1 0 1 0 0
## 287 1 1 0 0 0
## 288 1 1 0 0 0
## 289 1 0 1 0 0
## 290 1 1 0 0 0
## 291 1 1 0 0 0
## 292 1 1 0 0 0
## 293 1 1 0 0 0
## 294 1 1 0 0 0
## 295 1 0 1 0 0
## 296 1 1 0 0 0
## 297 1 1 0 0 0
## 298 1 1 0 0 0
## 299 1 0 1 0 0
## 300 1 1 0 0 0
## 301 1 0 1 0 0
## 302 1 1 0 0 0
## 303 1 0 1 0 0
## 304 1 1 0 0 0
## 305 1 1 0 0 0
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## 307 1 0 1 0 0
## 308 1 1 0 0 0
## 309 1 0 1 0 0
## 310 1 0 1 0 0
## 311 1 0 1 0 0
## 312 1 1 0 0 0
##
## $terms
## cm ~ demo$gender
## attr(,"variables")
## list(cm, demo$gender)
## attr(,"factors")
## demo$gender
## cm 0
## demo$gender 1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"This shows that the differences in answers are not significant,
according to gender.
Intrinsic Motivation
Now, Intrinsic Motivation:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$gender 4 0.0468 0.011706 0.41002 0.00531 0.63
## Residuals 307 8.7651 0.028551 0.99469
## Total 311 8.8119 1.00000
##
## $call
## adonis(formula = im ~ demo$gender)
##
## $coefficients
## im1 im2 im3 im4 im5
## (Intercept) 4.6447773 4.20861533 4.1584254 3.9085463 4.1420062
## demo$gender1 -0.6005784 -0.27491367 -0.2412983 -0.1626899 -0.3851001
## demo$gender2 -0.4650898 -0.09924033 -0.2834254 -0.1116713 -0.1888812
## demo$gender3 0.3552227 0.79138467 0.8415746 1.0914537 0.8579938
## demo$gender4 0.3552227 0.79138467 0.8415746 -0.9085463 -0.1420062
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.09518411 0.10905456 0.108673626 0.203745633 0.09130168
## demo$gender1 0.04906824 0.03670557 0.013001462 -0.002502411 0.03914415
## demo$gender2 0.03629067 0.03214327 0.009783824 0.002849008 0.03118945
## demo$gender3 -0.09518411 0.02730907 -0.021717104 0.046254367 -0.04963501
## demo$gender4 -0.03135432 0.01289666 0.007605444 0.039497610 -0.02463501
## 6 7 8 9 10
## (Intercept) 0.12314554 0.249441880 0.09054108 0.08120974 0.60199422
## demo$gender1 0.01238284 -0.011075996 0.03992661 0.04676851 -0.04050561
## demo$gender2 0.01318201 -0.001030695 0.02812519 0.03773373 -0.03314136
## demo$gender3 0.03964515 0.066347594 -0.04887441 -0.03954307 0.06467245
## demo$gender4 -0.02314554 0.007700977 -0.02387441 -0.05898752 0.02763541
## 11 12 13 14 15
## (Intercept) 0.10282701 0.08120974 0.109841844 0.101892058 0.09703338
## demo$gender1 0.03151374 0.04676851 0.013071356 0.010815182 0.02837837
## demo$gender2 0.02577680 0.03773373 0.013218584 0.011588710 0.02706853
## demo$gender3 -0.06116034 -0.03954307 -0.022885322 0.009219053 0.01407774
## demo$gender4 -0.03616034 -0.05898752 0.006437226 -0.006653963 -0.04941433
## 16 17 18 19 20
## (Intercept) 0.09518411 0.09518411 0.109841844 0.09518411 0.11831300
## demo$gender1 0.04906824 0.04906824 0.013071356 0.04906824 0.01870240
## demo$gender2 0.03629067 0.03629067 0.013218584 0.03629067 0.02143907
## demo$gender3 -0.09518411 -0.09518411 -0.022885322 -0.09518411 0.01805064
## demo$gender4 -0.03135432 -0.03135432 0.006437226 -0.03135432 -0.04514227
## 21 22 23 24 25
## (Intercept) 0.09518411 0.09890724 0.203235940 0.12314554 0.101750678
## demo$gender1 0.04906824 0.02016090 -0.003867556 0.01238284 0.032369615
## demo$gender2 0.03629067 0.01983687 0.002685075 0.01318201 0.024866547
## demo$gender3 -0.09518411 -0.01195072 0.046764060 0.03964515 -0.060084011
## demo$gender4 -0.03135432 -0.02913980 0.040007303 -0.02314554 0.009360433
## 26 27 28 29 30
## (Intercept) 0.60199422 0.094095298 0.112263958 0.09518411 0.101892058
## demo$gender1 -0.04050561 0.030738245 0.013591842 0.04906824 0.010815182
## demo$gender2 -0.03314136 0.023638039 0.012253596 0.03629067 0.011588710
## demo$gender3 0.06467245 -0.030265511 0.024099679 -0.09518411 0.009219053
## demo$gender4 0.02763541 -0.003186207 0.009687262 -0.03135432 -0.006653963
## 31 32 33 34 35
## (Intercept) 0.0871865834 0.44477492 0.203638010 0.12493260 0.12314554
## demo$gender1 0.0290689582 -0.03253631 -0.007941701 0.01764375 0.01238284
## demo$gender2 0.0257668285 -0.02236453 0.003195953 0.01733633 0.01318201
## demo$gender3 -0.0002300617 0.07037660 0.046361990 0.03785810 0.03964515
## demo$gender4 -0.0174191416 0.02189175 -0.014448821 0.02506740 -0.02314554
## 36 37 38 39 40
## (Intercept) 0.112303630 0.09518411 0.101892058 0.44485203 0.09518411
## demo$gender1 0.009597877 0.04906824 0.010815182 -0.03118617 0.04906824
## demo$gender2 0.012515489 0.03629067 0.011588710 -0.02348331 0.03629067
## demo$gender3 0.024060006 -0.09518411 0.009219053 0.07029948 -0.09518411
## demo$gender4 -0.039132899 -0.03135432 -0.006653963 0.02181463 -0.03135432
## 41 42 43 44 45
## (Intercept) 0.09518411 0.09879454 0.09518411 0.137759817 0.125087690
## demo$gender1 0.04906824 0.04053034 0.04906824 0.010579980 0.004900799
## demo$gender2 0.03629067 0.03220952 0.03629067 0.008827693 0.006784256
## demo$gender3 -0.09518411 -0.07838637 -0.09518411 0.025030880 0.011275947
## demo$gender4 -0.03135432 -0.01183802 -0.03135432 0.012240183 -0.003136470
## 46 47 48 49 50
## (Intercept) 0.187315819 0.118273327 0.265706447 0.13636499 0.08377356
## demo$gender1 -0.001324666 0.022696366 -0.020606988 0.01647493 0.03853602
## demo$gender2 0.006435874 0.021177182 -0.005206001 0.01838316 0.03032959
## demo$gender3 0.062684181 0.018090309 0.050083026 0.05411120 -0.01994377
## demo$gender4 0.001873370 0.003677892 -0.008563590 -0.00815986 -0.03831901
## 51 52 53 54 55
## (Intercept) 0.60199422 0.146092802 0.1232821274 0.60199422 0.161443728
## demo$gender1 -0.04050561 0.001681390 0.0006945719 -0.04050561 -0.002064884
## demo$gender2 -0.03314136 0.006804587 0.0055737966 -0.03314136 0.005321587
## demo$gender3 0.06467245 0.044383388 0.0130815089 0.06467245 0.029032462
## demo$gender4 0.02763541 -0.017887674 -0.0013309079 0.02763541 0.018043451
## 56 57 58 59 60
## (Intercept) 0.119767852 0.12314554 0.112303630 0.08782840 0.101892058
## demo$gender1 0.010551947 0.01238284 0.009597877 0.04792267 0.010815182
## demo$gender2 0.014197276 0.01318201 0.012515489 0.03539704 0.011588710
## demo$gender3 -0.008656741 0.03964515 0.024060006 -0.06742024 0.009219053
## demo$gender4 -0.024529757 -0.02314554 -0.039132899 -0.04435014 -0.006653963
## 61 62 63 64 65
## (Intercept) 0.08782840 0.114171169 0.146092802 0.146092802 0.101892058
## demo$gender1 0.04792267 0.033349556 0.001681390 0.001681390 0.010815182
## demo$gender2 0.03539704 0.025891667 0.006804587 0.006804587 0.011588710
## demo$gender3 -0.06742024 -0.003060058 0.044383388 0.044383388 0.009219053
## demo$gender4 -0.04435014 -0.018933074 -0.017887674 -0.017887674 -0.006653963
## 66 67 68 69 70
## (Intercept) 0.093358395 0.09518411 0.09054108 0.10391680 0.09241934
## demo$gender1 0.038120762 0.04906824 0.03992661 0.03390633 0.03921151
## demo$gender2 0.031742087 0.03629067 0.02812519 0.02460848 0.03447509
## demo$gender3 -0.006401873 -0.09518411 -0.04887441 -0.01696028 -0.05075267
## demo$gender4 -0.070102581 -0.03135432 -0.02387441 0.01236227 -0.02575267
## 71 72 73 74 75
## (Intercept) 0.12344119 0.0871865834 0.09054108 0.09811137 0.09518411
## demo$gender1 0.03391583 0.0290689582 0.03992661 0.02098073 0.04906824
## demo$gender2 0.02968377 0.0257668285 0.02812519 0.01662942 0.03629067
## demo$gender3 -0.03648467 -0.0002300617 -0.04887441 -0.01115485 -0.09518411
## demo$gender4 -0.05367375 -0.0174191416 -0.02387441 -0.02834393 -0.03135432
## 76 77 78 79 80
## (Intercept) 0.148084380 0.0871865834 0.60199422 0.1107841558 0.08892240
## demo$gender1 -0.005075804 0.0290689582 -0.04050561 0.0241993893 0.04798883
## demo$gender2 0.001403112 0.0257668285 -0.03314136 0.0248807949 0.03861286
## demo$gender3 0.014706317 -0.0002300617 0.06467245 0.0003269553 -0.06851423
## demo$gender4 0.001915620 -0.0174191416 0.02763541 -0.0155460606 -0.04544413
## 81 82 83 84 85
## (Intercept) 0.09811137 0.101892058 0.10905126 0.10475525 0.1232821274
## demo$gender1 0.02098073 0.010815182 0.01923980 0.02285007 0.0006945719
## demo$gender2 0.01662942 0.011588710 0.02097869 0.01472559 0.0055737966
## demo$gender3 -0.01115485 0.009219053 0.00205985 -0.04092547 0.0130815089
## demo$gender4 -0.02834393 -0.006653963 -0.06143221 -0.01384616 -0.0013309079
## 86 87 88 89 90
## (Intercept) 0.112303630 0.08892240 0.282046728 0.09054108 0.172176268
## demo$gender1 0.009597877 0.04798883 -0.017698267 0.03992661 -0.005083731
## demo$gender2 0.012515489 0.03861286 -0.007436999 0.02812519 0.001348461
## demo$gender3 0.024060006 -0.06851423 0.069304623 -0.04887441 0.047335927
## demo$gender4 -0.039132899 -0.04544413 0.012070919 -0.02387441 -0.014281532
## 91 92 93 94 95
## (Intercept) 0.094095298 0.08455139 0.13636499 0.101892058 0.08782840
## demo$gender1 0.030738245 0.03773531 0.01647493 0.010815182 0.04792267
## demo$gender2 0.023638039 0.03346381 0.01838316 0.011588710 0.03539704
## demo$gender3 -0.030265511 -0.02072161 0.05411120 0.009219053 -0.06742024
## demo$gender4 -0.003186207 -0.03909685 -0.00815986 -0.006653963 -0.04435014
## 96 97 98 99 100
## (Intercept) 0.101892058 0.08377356 0.35831537 0.12314554 0.09518411
## demo$gender1 0.010815182 0.03853602 -0.02718940 0.01238284 0.04906824
## demo$gender2 0.011588710 0.03032959 -0.01178076 0.01318201 0.03629067
## demo$gender3 0.009219053 -0.01994377 0.07025606 0.03964515 -0.09518411
## demo$gender4 -0.006653963 -0.03831901 0.01668463 -0.02314554 -0.03135432
## 101 102 103 104 105
## (Intercept) 0.0871865834 0.09518411 0.129809009 0.112303630 0.09518411
## demo$gender1 0.0290689582 0.04906824 0.010182041 0.009597877 0.04906824
## demo$gender2 0.0257668285 0.03629067 0.011815880 0.012515489 0.03629067
## demo$gender3 -0.0002300617 -0.09518411 0.006554628 0.024060006 -0.09518411
## demo$gender4 -0.0174191416 -0.03135432 -0.056638277 -0.039132899 -0.03135432
## 106 107 108 109 110
## (Intercept) 0.44405919 0.09054108 0.134399054 0.49350644 0.09811137
## demo$gender1 -0.03680979 0.03992661 0.003253066 -0.03389229 0.02098073
## demo$gender2 -0.02023822 0.02812519 0.006072318 -0.02686823 0.01662942
## demo$gender3 0.07109232 -0.04887441 0.028391644 0.06899356 -0.01115485
## demo$gender4 0.02260747 -0.02387441 0.015600946 0.02373494 -0.02834393
## 111 112 113 114 115
## (Intercept) 0.09811137 0.08120974 0.09518411 0.09811137 0.60199422
## demo$gender1 0.02098073 0.04676851 0.04906824 0.02098073 -0.04050561
## demo$gender2 0.01662942 0.03773373 0.03629067 0.01662942 -0.03314136
## demo$gender3 -0.01115485 -0.03954307 -0.09518411 -0.01115485 0.06467245
## demo$gender4 -0.02834393 -0.05898752 -0.03135432 -0.02834393 0.02763541
## 116 117 118 119 120
## (Intercept) 0.09518411 0.09518411 0.1232821274 0.1344594476 0.112263958
## demo$gender1 0.04906824 0.04906824 0.0006945719 -0.0008659813 0.013591842
## demo$gender2 0.03629067 0.03629067 0.0055737966 0.0063184914 0.012253596
## demo$gender3 -0.09518411 -0.09518411 0.0130815089 0.0283312501 0.024099679
## demo$gender4 -0.03135432 -0.03135432 -0.0013309079 -0.0344594476 0.009687262
## 121 122 123 124 125
## (Intercept) 0.10667547 0.09518411 0.09518411 0.101892058 0.172726927
## demo$gender1 0.02211796 0.04906824 0.04906824 0.010815182 -0.004442749
## demo$gender2 0.02121835 0.03629067 0.03629067 0.011588710 0.002359456
## demo$gender3 -0.04284568 -0.09518411 -0.09518411 0.009219053 0.046785268
## demo$gender4 -0.01576638 -0.03135432 -0.03135432 -0.006653963 -0.014832191
## 126 127 128 129 130
## (Intercept) 0.10282701 0.160955278 0.423076467 0.09518411 0.09518411
## demo$gender1 0.03151374 -0.005225246 -0.032600727 0.04906824 0.04906824
## demo$gender2 0.02577680 0.002743096 -0.016684375 0.03629067 0.03629067
## demo$gender3 -0.06116034 0.029520912 0.047511768 -0.09518411 -0.09518411
## demo$gender4 -0.03616034 -0.032750150 -0.003721628 -0.03135432 -0.03135432
## 131 132 133 134 135
## (Intercept) 0.217680580 0.09890724 0.09518411 0.112158343 0.09890724
## demo$gender1 -0.005947623 0.02016090 0.04906824 0.024671851 0.02016090
## demo$gender2 0.003200708 0.01983687 0.03629067 0.016168258 0.01983687
## demo$gender3 0.064370702 -0.01195072 -0.09518411 -0.070491677 -0.01195072
## demo$gender4 0.004541642 -0.02913980 -0.03135432 -0.001047232 -0.02913980
## 136 137 138 139 140
## (Intercept) 0.0871865834 0.09518411 0.0871865834 0.094154267 0.08782840
## demo$gender1 0.0290689582 0.04906824 0.0290689582 0.037300934 0.04792267
## demo$gender2 0.0257668285 0.03629067 0.0257668285 0.034949532 0.03539704
## demo$gender3 -0.0002300617 -0.09518411 -0.0002300617 -0.007197745 -0.06742024
## demo$gender4 -0.0174191416 -0.03135432 -0.0174191416 -0.070898453 -0.04435014
## 141 142 143 144 145
## (Intercept) 0.09715472 0.101892058 0.09055964 0.08120974 0.202081721
## demo$gender1 0.04779865 0.010815182 0.04658399 0.04676851 -0.005822600
## demo$gender2 0.03691947 0.011588710 0.03931391 0.03773373 0.001177461
## demo$gender3 -0.05548805 0.009219053 -0.02672985 -0.03954307 0.047918279
## demo$gender4 -0.07493249 -0.006653963 -0.09055964 -0.05898752 0.041161522
## 146 147 148 149 150
## (Intercept) 0.094095298 0.101750678 0.44662440 0.60199422 0.093354548
## demo$gender1 0.030738245 0.032369615 -0.03280240 -0.04050561 0.041885600
## demo$gender2 0.023638039 0.024866547 -0.01654998 -0.03314136 0.031454081
## demo$gender3 -0.030265511 -0.060084011 0.06852711 0.06467245 -0.006398026
## demo$gender4 -0.003186207 0.009360433 0.02004226 0.02763541 -0.023587106
## 151 152 153 154 155
## (Intercept) 0.114063364 0.09518411 0.146092802 0.101892058 0.09879454
## demo$gender1 0.014703773 0.04906824 0.001681390 0.010815182 0.04053034
## demo$gender2 0.016539885 0.03629067 0.006804587 0.011588710 0.03220952
## demo$gender3 0.022300272 -0.09518411 0.044383388 0.009219053 -0.07838637
## demo$gender4 0.007887855 -0.03135432 -0.017887674 -0.006653963 -0.01183802
## 156 157 158 159 160
## (Intercept) 0.09518411 0.09518411 0.09518411 0.10762945 0.100115183
## demo$gender1 0.04906824 0.04906824 0.04906824 0.04458420 0.043246588
## demo$gender2 0.03629067 0.03629067 0.03629067 0.03028828 0.029189351
## demo$gender3 -0.09518411 -0.09518411 -0.09518411 -0.06596278 -0.036285396
## demo$gender4 -0.03135432 -0.03135432 -0.03135432 0.00348166 -0.009206092
## 161 162 163 164 165
## (Intercept) 0.112303630 0.08120974 0.09805043 0.232382075 0.11879084
## demo$gender1 0.009597877 0.04676851 0.04129538 -0.013287347 0.02307931
## demo$gender2 0.012515489 0.03773373 0.02921215 -0.005961144 0.01849568
## demo$gender3 0.024060006 -0.03954307 -0.07764226 0.049669207 0.01757280
## demo$gender4 -0.039132899 -0.05898752 -0.01109391 -0.010159853 -0.04562011
## 166 167 168 169 170
## (Intercept) 0.09518411 0.09518411 0.162172263 0.08377356 0.1344594476
## demo$gender1 0.04906824 0.04906824 0.010135896 0.03853602 -0.0008659813
## demo$gender2 0.03629067 0.03629067 0.013259677 0.03032959 0.0063184914
## demo$gender3 -0.09518411 -0.09518411 0.057339932 -0.01994377 0.0283312501
## demo$gender4 -0.03135432 -0.03135432 -0.004277527 -0.03831901 -0.0344594476
## 171 172 173 174 175
## (Intercept) 0.147990918 0.149556980 0.12314554 0.09518411 0.09054108
## demo$gender1 0.002854768 0.009231488 0.01238284 0.04906824 0.03992661
## demo$gender2 0.011325555 0.009647023 0.01318201 0.03629067 0.02812519
## demo$gender3 0.042485273 0.040919210 0.03964515 -0.09518411 -0.04887441
## demo$gender4 -0.019785790 -0.021351852 -0.02314554 -0.03135432 -0.02387441
## 176 177 178 179 180
## (Intercept) 0.133032732 0.39861747 0.101892058 0.101892058 0.10905126
## demo$gender1 0.021292726 -0.03389948 0.010815182 0.010815182 0.01923980
## demo$gender2 0.014227455 -0.01733405 0.011588710 0.011588710 0.02097869
## demo$gender3 0.003330905 0.07197077 0.009219053 0.009219053 0.00205985
## demo$gender4 -0.011081512 0.02073737 -0.006653963 -0.006653963 -0.06143221
## 181 182 183 184 185
## (Intercept) 0.09518411 0.147990918 0.0871865834 0.09518411 0.09518411
## demo$gender1 0.04906824 0.002854768 0.0290689582 0.04906824 0.04906824
## demo$gender2 0.03629067 0.011325555 0.0257668285 0.03629067 0.03629067
## demo$gender3 -0.09518411 0.042485273 -0.0002300617 -0.09518411 -0.09518411
## demo$gender4 -0.03135432 -0.019785790 -0.0174191416 -0.03135432 -0.03135432
## 186 187 188 189 190
## (Intercept) 0.248207225 0.12499299 0.101892058 0.08120974 0.09518411
## demo$gender1 -0.013156248 0.01352470 0.010815182 0.04676851 0.04906824
## demo$gender2 -0.002654406 0.01758250 0.011588710 0.03773373 0.03629067
## demo$gender3 0.067582248 0.03779770 0.009219053 -0.03954307 -0.09518411
## demo$gender4 0.008935632 -0.02499299 -0.006653963 -0.05898752 -0.03135432
## 191 192 193 194 195
## (Intercept) 0.54611085 0.093358395 0.09518411 0.09518411 0.101892058
## demo$gender1 -0.03576807 0.038120762 0.04906824 0.04906824 0.010815182
## demo$gender2 -0.03023117 0.031742087 0.03629067 0.03629067 0.011588710
## demo$gender3 0.06679237 -0.006401873 -0.09518411 -0.09518411 0.009219053
## demo$gender4 0.02531772 -0.070102581 -0.03135432 -0.03135432 -0.006653963
## 196 197 198 199 200
## (Intercept) 0.1232821274 0.101892058 0.187315819 0.09805043 0.09518411
## demo$gender1 0.0006945719 0.010815182 -0.001324666 0.04129538 0.04906824
## demo$gender2 0.0055737966 0.011588710 0.006435874 0.02921215 0.03629067
## demo$gender3 0.0130815089 0.009219053 0.062684181 -0.07764226 -0.09518411
## demo$gender4 -0.0013309079 -0.006653963 0.001873370 -0.01109391 -0.03135432
## 201 202 203 204 205
## (Intercept) 0.16324220 0.10667547 0.10667547 0.09518411 0.10667547
## demo$gender1 0.01631056 0.02211796 0.02211796 0.04906824 0.02211796
## demo$gender2 0.01227707 0.02121835 0.02121835 0.03629067 0.02121835
## demo$gender3 -0.02687857 -0.04284568 -0.04284568 -0.09518411 -0.04284568
## demo$gender4 0.05626999 -0.01576638 -0.01576638 -0.03135432 -0.01576638
## 206 207 208 209 210
## (Intercept) 0.60199422 0.09518411 0.094095298 0.201059400 0.160077858
## demo$gender1 -0.04050561 0.04906824 0.030738245 -0.009849592 -0.002620602
## demo$gender2 -0.03314136 0.03629067 0.023638039 -0.002631985 0.001779695
## demo$gender3 0.06467245 -0.09518411 -0.030265511 0.048940600 0.030398332
## demo$gender4 0.02763541 -0.03135432 -0.003186207 -0.011870211 0.019409321
## 211 212 213 214 215
## (Intercept) 0.108236494 0.10905126 0.13636499 0.137600100 0.09890724
## demo$gender1 0.020079682 0.01923980 0.01647493 0.005650553 0.02016090
## demo$gender2 0.017694512 0.02097869 0.01838316 0.009223914 0.01983687
## demo$gender3 0.002874617 0.00205985 0.05411120 0.025190598 -0.01195072
## demo$gender4 -0.060617446 -0.06143221 -0.00815986 -0.037600100 -0.02913980
## 216 217 218 219 220
## (Intercept) 0.44829479 0.1896752497 0.09890724 0.09518411 0.09518411
## demo$gender1 -0.02608496 -0.0040765444 0.02016090 0.04906824 0.04906824
## demo$gender2 -0.01825625 0.0002066397 0.01983687 0.03629067 0.03629067
## demo$gender3 0.06685672 0.0298369454 -0.01195072 -0.09518411 -0.09518411
## demo$gender4 0.01837187 0.0208510661 -0.02913980 -0.03135432 -0.03135432
## 221 222 223 224 225
## (Intercept) 0.09518411 0.09518411 0.09518411 0.54611085 0.35622015
## demo$gender1 0.04906824 0.04906824 0.04906824 -0.03576807 -0.02970659
## demo$gender2 0.03629067 0.03629067 0.03629067 -0.03023117 -0.01554921
## demo$gender3 -0.09518411 -0.09518411 -0.09518411 0.06679237 0.07235128
## demo$gender4 -0.03135432 -0.03135432 -0.03135432 0.02531772 0.01877985
## 226 227 228 229 230
## (Intercept) 0.12314554 0.12705220 0.0871865834 0.101892058 0.08782840
## demo$gender1 0.01238284 0.02491887 0.0290689582 0.010815182 0.04792267
## demo$gender2 0.01318201 0.02168340 0.0257668285 0.011588710 0.03539704
## demo$gender3 0.03964515 -0.01594109 -0.0002300617 0.009219053 -0.06742024
## demo$gender4 -0.02314554 -0.03181411 -0.0174191416 -0.006653963 -0.04435014
## 231 232 233 234 235
## (Intercept) 0.40068285 0.09518411 0.1232821274 0.08377356 0.60199422
## demo$gender1 -0.03089935 0.04906824 0.0006945719 0.03853602 -0.04050561
## demo$gender2 -0.01413803 0.03629067 0.0055737966 0.03032959 -0.03314136
## demo$gender3 0.06990538 -0.09518411 0.0130815089 -0.01994377 0.06467245
## demo$gender4 0.01867199 -0.03135432 -0.0013309079 -0.03831901 0.02763541
## 236 237 238 239 240
## (Intercept) 0.101892058 0.08782840 0.08377356 0.33819271 0.39879464
## demo$gender1 0.010815182 0.04792267 0.03853602 -0.02251188 -0.03241159
## demo$gender2 0.011588710 0.03539704 0.03032959 -0.01240495 -0.01829042
## demo$gender3 0.009219053 -0.06742024 -0.01994377 0.05069618 0.07179359
## demo$gender4 -0.006653963 -0.04435014 -0.03831901 0.05574669 0.02056020
## 241 242 243 244 245
## (Intercept) 0.101892058 0.1232821274 0.101892058 0.09518411 0.175499271
## demo$gender1 0.010815182 0.0006945719 0.010815182 0.04906824 -0.001534583
## demo$gender2 0.011588710 0.0055737966 0.011588710 0.03629067 0.007768321
## demo$gender3 0.009219053 0.0130815089 0.009219053 -0.09518411 0.044012924
## demo$gender4 -0.006653963 -0.0013309079 -0.006653963 -0.03135432 -0.017604534
## 246 247 248 249 250
## (Intercept) 0.112263958 0.35831537 0.159628900 0.09890724 0.08892240
## demo$gender1 0.013591842 -0.02718940 -0.007490274 0.02016090 0.04798883
## demo$gender2 0.012253596 -0.01178076 0.001028988 0.01983687 0.03861286
## demo$gender3 0.024099679 0.07025606 0.030847291 -0.01195072 -0.06851423
## demo$gender4 0.009687262 0.01668463 -0.031423772 -0.02913980 -0.04544413
## 251 252 253 254 255
## (Intercept) 0.09055964 0.093358395 0.101892058 0.08782840 0.101892058
## demo$gender1 0.04658399 0.038120762 0.010815182 0.04792267 0.010815182
## demo$gender2 0.03931391 0.031742087 0.011588710 0.03539704 0.011588710
## demo$gender3 -0.02672985 -0.006401873 0.009219053 -0.06742024 0.009219053
## demo$gender4 -0.09055964 -0.070102581 -0.006653963 -0.04435014 -0.006653963
## 256 257 258 259 260
## (Intercept) 0.12314554 0.08377356 0.10508502 0.09055964 0.40113212
## demo$gender1 0.01238284 0.03853602 0.03397623 0.04658399 -0.02800920
## demo$gender2 0.01318201 0.03032959 0.02804324 0.03931391 -0.01568037
## demo$gender3 0.03964515 -0.01994377 -0.01812850 -0.02672985 0.06945612
## demo$gender4 -0.02314554 -0.03831901 0.01119405 -0.09055964 0.01822272
## 261 262 263 264 265
## (Intercept) 0.094095298 0.216487498 0.282046728 0.44444873 0.35831537
## demo$gender1 0.030738245 -0.007963383 -0.017698267 -0.03596778 -0.02718940
## demo$gender2 0.023638039 0.001637220 -0.007436999 -0.01991161 -0.01178076
## demo$gender3 -0.030265511 0.065563784 0.069304623 0.07070278 0.07025606
## demo$gender4 -0.003186207 0.005734725 0.012070919 0.02221793 0.01668463
## 266 267 268 269 270
## (Intercept) 0.09518411 0.112303630 0.114063364 0.094095298 0.109841844
## demo$gender1 0.04906824 0.009597877 0.014703773 0.030738245 0.013071356
## demo$gender2 0.03629067 0.012515489 0.016539885 0.023638039 0.013218584
## demo$gender3 -0.09518411 0.024060006 0.022300272 -0.030265511 -0.022885322
## demo$gender4 -0.03135432 -0.039132899 0.007887855 -0.003186207 0.006437226
## 271 272 273 274 275
## (Intercept) 0.09054108 0.282206864 0.09054108 0.09518411 0.10821560
## demo$gender1 0.03992661 -0.018647422 0.03992661 0.04906824 0.02395578
## demo$gender2 0.02812519 -0.006007435 0.02812519 0.03629067 0.01741874
## demo$gender3 -0.04887441 0.069144487 -0.04887441 -0.09518411 0.00289551
## demo$gender4 -0.02387441 0.011910783 -0.02387441 -0.03135432 -0.01297751
## 276 277 278 279 280
## (Intercept) 0.0871865834 0.101892058 0.09518411 0.10392065 0.49308444
## demo$gender1 0.0290689582 0.010815182 0.04906824 0.03014150 -0.03897664
## demo$gender2 0.0257668285 0.011588710 0.03629067 0.02489649 -0.02304987
## demo$gender3 -0.0002300617 0.009219053 -0.09518411 -0.01696413 0.06941556
## demo$gender4 -0.0174191416 -0.006653963 -0.03135432 -0.03415321 0.02415694
## 281 282 283 284 285
## (Intercept) 0.10667547 0.60199422 0.09518411 0.09518411 0.08782840
## demo$gender1 0.02211796 -0.04050561 0.04906824 0.04906824 0.04792267
## demo$gender2 0.02121835 -0.03314136 0.03629067 0.03629067 0.03539704
## demo$gender3 -0.04284568 0.06467245 -0.09518411 -0.09518411 -0.06742024
## demo$gender4 -0.01576638 0.02763541 -0.03135432 -0.03135432 -0.04435014
## 286 287 288 289 290
## (Intercept) 0.09518411 0.12314554 0.09518411 0.112303630 0.109841844
## demo$gender1 0.04906824 0.01238284 0.04906824 0.009597877 0.013071356
## demo$gender2 0.03629067 0.01318201 0.03629067 0.012515489 0.013218584
## demo$gender3 -0.09518411 0.03964515 -0.09518411 0.024060006 -0.022885322
## demo$gender4 -0.03135432 -0.02314554 -0.03135432 -0.039132899 0.006437226
## 291 292 293 294 295
## (Intercept) 0.09518411 0.09130168 0.09805043 0.112263958 0.09518411
## demo$gender1 0.04906824 0.03914415 0.04129538 0.013591842 0.04906824
## demo$gender2 0.03629067 0.03118945 0.02921215 0.012253596 0.03629067
## demo$gender3 -0.09518411 -0.04963501 -0.07764226 0.024099679 -0.09518411
## demo$gender4 -0.03135432 -0.02463501 -0.01109391 0.009687262 -0.03135432
## 296 297 298 299 300
## (Intercept) 0.173613956 0.09715472 0.39893061 0.136315837 0.09518411
## demo$gender1 -0.011792266 0.04779865 -0.03065448 0.003457979 0.04906824
## demo$gender2 -0.003995903 0.03691947 -0.01963962 0.007563700 0.03629067
## demo$gender3 0.016862235 -0.05548805 0.07165762 0.026474860 -0.09518411
## demo$gender4 0.005873224 -0.07493249 0.02042423 -0.036315837 -0.03135432
## 301 302 303 304 305
## (Intercept) 0.08782840 0.09518411 0.08120974 0.09890724 0.1884927131
## demo$gender1 0.04792267 0.04906824 0.04676851 0.02016090 -0.0082750685
## demo$gender2 0.03539704 0.03629067 0.03773373 0.01983687 0.0008575541
## demo$gender3 -0.06742024 -0.09518411 -0.03954307 -0.01195072 0.0310194820
## demo$gender4 -0.04435014 -0.03135432 -0.05898752 -0.02913980 0.0220336027
## 306 307 308 309 310
## (Intercept) 0.09890724 0.134399054 0.09811137 0.08782840 0.282206864
## demo$gender1 0.02016090 0.003253066 0.02098073 0.04792267 -0.018647422
## demo$gender2 0.01983687 0.006072318 0.01662942 0.03539704 -0.006007435
## demo$gender3 -0.01195072 0.028391644 -0.01115485 -0.06742024 0.069144487
## demo$gender4 -0.02913980 0.015600946 -0.02834393 -0.04435014 0.011910783
## 311 312
## (Intercept) 0.09890724 0.249383457
## demo$gender1 0.02016090 -0.010306498
## demo$gender2 0.01983687 -0.001975461
## demo$gender3 -0.01195072 0.066406017
## demo$gender4 -0.02913980 0.007759400
##
## $f.perms
## [,1]
## [1,] 0.31491563
## [2,] 1.96470389
## [3,] 0.72369248
## [4,] 0.61039305
## [5,] 0.45622483
## [6,] 0.42583501
## [7,] 0.15392902
## [8,] 0.50064716
## [9,] 1.71438477
## [10,] 0.38096052
## [11,] 0.39911338
## [12,] 0.22051679
## [13,] 0.40189079
## [14,] 3.24080768
## [15,] 5.64905867
## [16,] 0.29121528
## [17,] 0.24473917
## [18,] 1.88039632
## [19,] 0.46568925
## [20,] 1.20379323
## [21,] 0.47818490
## [22,] 0.31606873
## [23,] 0.62401301
## [24,] 0.67536555
## [25,] 0.88168258
## [26,] 0.43708896
## [27,] 3.00915336
## [28,] 0.16814907
## [29,] 0.35569341
## [30,] 0.75592433
## [31,] 2.38225273
## [32,] 1.81089536
## [33,] 0.29177386
## [34,] 2.96407377
## [35,] 6.15377497
## [36,] 0.18190745
## [37,] 0.27231607
## [38,] 0.37013044
## [39,] 0.26531463
## [40,] 0.37023824
## [41,] 3.18732209
## [42,] 0.25412523
## [43,] 0.50820169
## [44,] 4.77753703
## [45,] 0.52033260
## [46,] 1.59390603
## [47,] 0.86781475
## [48,] 0.38902085
## [49,] 0.25833960
## [50,] 0.50939049
## [51,] 1.64219013
## [52,] 0.39636214
## [53,] 0.32122788
## [54,] 0.39041386
## [55,] 1.30269872
## [56,] 0.16884531
## [57,] 1.45268092
## [58,] 0.48166299
## [59,] 1.40911807
## [60,] 0.95799164
## [61,] 1.46954412
## [62,] 0.42446238
## [63,] 0.45430856
## [64,] 0.31601899
## [65,] 0.25870600
## [66,] 2.25415994
## [67,] 0.27275380
## [68,] 0.48331693
## [69,] 0.46347187
## [70,] 0.22346611
## [71,] 0.09242472
## [72,] 0.58399942
## [73,] 0.35231261
## [74,] 0.63824347
## [75,] 2.51927119
## [76,] 0.94340322
## [77,] 1.21398746
## [78,] 1.15119707
## [79,] 1.72728862
## [80,] 1.35189129
## [81,] 1.95472820
## [82,] 0.25422120
## [83,] 0.29602189
## [84,] 0.31924871
## [85,] 0.30851572
## [86,] 3.46219510
## [87,] 0.67717275
## [88,] 3.39968373
## [89,] 0.45951459
## [90,] 0.20705676
## [91,] 0.40582759
## [92,] 0.33667456
## [93,] 0.79194591
## [94,] 0.44760580
## [95,] 0.21685999
## [96,] 3.57047301
## [97,] 1.27649330
## [98,] 1.26514646
## [99,] 0.46705464
## [100,] 0.36951741
## [101,] 0.26918495
## [102,] 0.35181597
## [103,] 2.25270159
## [104,] 0.30636697
## [105,] 0.55155603
## [106,] 0.42146138
## [107,] 1.22582759
## [108,] 0.13937612
## [109,] 0.16539965
## [110,] 0.17939324
## [111,] 1.16993338
## [112,] 3.10086410
## [113,] 0.36942580
## [114,] 0.51187778
## [115,] 0.40721763
## [116,] 0.84117132
## [117,] 0.99222869
## [118,] 0.28364447
## [119,] 3.22874388
## [120,] 0.27762419
## [121,] 0.14264631
## [122,] 0.38328360
## [123,] 0.88537263
## [124,] 0.49092866
## [125,] 3.25460960
## [126,] 0.82583532
## [127,] 0.68235361
## [128,] 0.52663137
## [129,] 0.36830938
## [130,] 0.55031218
## [131,] 0.32119597
## [132,] 0.87686931
## [133,] 0.68662021
## [134,] 3.18381760
## [135,] 0.36048028
## [136,] 0.24477235
## [137,] 4.19049850
## [138,] 3.25146327
## [139,] 0.19545250
## [140,] 0.23902529
## [141,] 0.47533210
## [142,] 0.45794363
## [143,] 1.31581436
## [144,] 0.18824969
## [145,] 0.51739574
## [146,] 0.62710234
## [147,] 1.42826350
## [148,] 0.34978280
## [149,] 1.38328901
## [150,] 0.24498432
## [151,] 1.78475357
## [152,] 4.26891964
## [153,] 0.33056916
## [154,] 0.26609056
## [155,] 0.73808246
## [156,] 0.17274737
## [157,] 1.38116428
## [158,] 0.48039703
## [159,] 1.51637285
## [160,] 0.50304783
## [161,] 0.29565781
## [162,] 0.62579670
## [163,] 0.37480469
## [164,] 1.24920760
## [165,] 0.45044594
## [166,] 1.95223422
## [167,] 0.27320365
## [168,] 1.64925192
## [169,] 1.35029215
## [170,] 1.11477944
## [171,] 0.22514036
## [172,] 0.44605748
## [173,] 4.89031335
## [174,] 0.56312856
## [175,] 0.11822991
## [176,] 0.44870971
## [177,] 0.30637699
## [178,] 0.20560748
## [179,] 0.36773267
## [180,] 0.13068112
## [181,] 0.24139088
## [182,] 0.14250417
## [183,] 0.14350072
## [184,] 0.56680598
## [185,] 0.60300122
## [186,] 0.25953434
## [187,] 0.33025914
## [188,] 0.52903006
## [189,] 0.83599719
## [190,] 0.29293265
## [191,] 0.86430346
## [192,] 0.26900080
## [193,] 0.43144330
## [194,] 0.37375845
## [195,] 0.29087156
## [196,] 0.66820629
## [197,] 0.33664504
## [198,] 0.23345029
## [199,] 0.33186128
## [200,] 0.71506246
## [201,] 0.63565194
## [202,] 0.13311743
## [203,] 0.49482637
## [204,] 0.55802424
## [205,] 1.40974204
## [206,] 0.26135455
## [207,] 0.56254676
## [208,] 0.60781796
## [209,] 0.49895112
## [210,] 0.53975984
## [211,] 3.11087864
## [212,] 1.55032582
## [213,] 0.37185161
## [214,] 0.10968493
## [215,] 0.15223477
## [216,] 0.50391311
## [217,] 3.46219480
## [218,] 0.36223371
## [219,] 0.24470315
## [220,] 0.41240125
## [221,] 2.07539515
## [222,] 0.24929327
## [223,] 0.42870762
## [224,] 0.37610375
## [225,] 0.41394271
## [226,] 1.44645393
## [227,] 0.55310355
## [228,] 3.99559689
## [229,] 0.41149839
## [230,] 0.57268734
## [231,] 3.86215178
## [232,] 1.14089944
## [233,] 0.65074019
## [234,] 3.25804060
## [235,] 4.22282933
## [236,] 0.55892173
## [237,] 1.29948085
## [238,] 1.69885324
## [239,] 0.26373444
## [240,] 0.14518989
## [241,] 2.14558197
## [242,] 0.18034392
## [243,] 0.85629307
## [244,] 1.55748585
## [245,] 0.53462049
## [246,] 0.16677415
## [247,] 4.24085350
## [248,] 0.52113149
## [249,] 1.46053388
## [250,] 0.40821386
## [251,] 0.57063322
## [252,] 0.29141245
## [253,] 0.26546416
## [254,] 0.31169121
## [255,] 0.47043489
## [256,] 0.84968745
## [257,] 0.27717492
## [258,] 0.35099325
## [259,] 0.90267458
## [260,] 3.84507523
## [261,] 0.41853629
## [262,] 0.22228230
## [263,] 0.64687586
## [264,] 0.66564331
## [265,] 1.25384082
## [266,] 0.45079906
## [267,] 0.68492982
## [268,] 0.29947088
## [269,] 0.36115394
## [270,] 2.00996150
## [271,] 0.30126231
## [272,] 0.86247299
## [273,] 0.23721206
## [274,] 1.23677105
## [275,] 2.43253274
## [276,] 0.36788483
## [277,] 0.33040522
## [278,] 0.45847316
## [279,] 0.26429129
## [280,] 1.57136671
## [281,] 0.38724113
## [282,] 1.99277249
## [283,] 0.31327111
## [284,] 0.31444320
## [285,] 0.52454011
## [286,] 0.43872390
## [287,] 3.20235113
## [288,] 0.77259991
## [289,] 0.32600826
## [290,] 0.42520361
## [291,] 0.47979581
## [292,] 0.71420201
## [293,] 0.90979517
## [294,] 0.36340137
## [295,] 0.31850875
## [296,] 0.12020759
## [297,] 0.24207873
## [298,] 1.37488258
## [299,] 1.43568474
## [300,] 0.27914031
## [301,] 0.45357558
## [302,] 3.90781331
## [303,] 0.21174673
## [304,] 0.20982827
## [305,] 0.19986195
## [306,] 1.10288368
## [307,] 2.95143079
## [308,] 0.47865295
## [309,] 3.05193979
## [310,] 0.32850596
## [311,] 0.87054819
## [312,] 0.47589642
## [313,] 0.52518464
## [314,] 0.32074245
## [315,] 0.74456958
## [316,] 0.22256627
## [317,] 0.26132887
## [318,] 0.62443696
## [319,] 1.51812268
## [320,] 2.93694946
## [321,] 0.25251695
## [322,] 3.15492275
## [323,] 1.63506231
## [324,] 0.39532979
## [325,] 0.17347497
## [326,] 0.49206578
## [327,] 0.49504203
## [328,] 0.98480752
## [329,] 2.98350047
## [330,] 0.95585268
## [331,] 2.53739095
## [332,] 0.91496942
## [333,] 0.23192911
## [334,] 0.51899073
## [335,] 1.89160464
## [336,] 5.54886779
## [337,] 2.08727003
## [338,] 1.88421217
## [339,] 0.30545752
## [340,] 3.52501292
## [341,] 0.81727158
## [342,] 0.34926007
## [343,] 0.25915331
## [344,] 1.33950237
## [345,] 0.30112142
## [346,] 0.25187124
## [347,] 0.25663344
## [348,] 0.21303629
## [349,] 0.99520693
## [350,] 2.00000746
## [351,] 0.30184133
## [352,] 0.28987594
## [353,] 0.50168616
## [354,] 0.16724004
## [355,] 0.66826747
## [356,] 0.34252361
## [357,] 0.28273258
## [358,] 1.27985730
## [359,] 3.03201473
## [360,] 0.87419967
## [361,] 0.33858017
## [362,] 0.20236597
## [363,] 0.64443671
## [364,] 0.62665653
## [365,] 0.79836046
## [366,] 0.45630190
## [367,] 1.08902162
## [368,] 1.56800186
## [369,] 0.17673300
## [370,] 3.18253550
## [371,] 1.12642449
## [372,] 0.68613328
## [373,] 0.72451894
## [374,] 0.40617735
## [375,] 0.40488855
## [376,] 0.60658939
## [377,] 0.41858790
## [378,] 0.22587832
## [379,] 3.21114575
## [380,] 2.68469155
## [381,] 0.90048293
## [382,] 0.65537033
## [383,] 0.31341414
## [384,] 0.37561492
## [385,] 0.35217570
## [386,] 0.31616677
## [387,] 0.36124090
## [388,] 0.21917389
## [389,] 1.01614887
## [390,] 0.40518136
## [391,] 0.31169118
## [392,] 0.27453767
## [393,] 2.11995090
## [394,] 0.14867538
## [395,] 0.29781276
## [396,] 0.23049006
## [397,] 1.62883691
## [398,] 0.36730127
## [399,] 3.12307577
## [400,] 0.99870054
## [401,] 0.19495913
## [402,] 0.44185772
## [403,] 0.54084952
## [404,] 0.50116165
## [405,] 1.79674404
## [406,] 0.30604614
## [407,] 2.37034679
## [408,] 1.08420671
## [409,] 0.41913893
## [410,] 1.51220807
## [411,] 1.22527284
## [412,] 0.23213470
## [413,] 0.50217455
## [414,] 3.30186450
## [415,] 1.10352089
## [416,] 1.19508842
## [417,] 0.35379872
## [418,] 0.31988354
## [419,] 0.38485107
## [420,] 0.43492929
## [421,] 0.51106217
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## [929,] 0.35296864
## [930,] 2.16905654
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## [932,] 1.04198963
## [933,] 0.41617794
## [934,] 0.18619392
## [935,] 0.64840474
## [936,] 0.90442993
## [937,] 3.19173785
## [938,] 0.57899377
## [939,] 0.53455048
## [940,] 2.50803926
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## [944,] 0.50953760
## [945,] 0.59621398
## [946,] 0.63960829
## [947,] 0.32995043
## [948,] 1.12509692
## [949,] 0.22387290
## [950,] 1.12894606
## [951,] 2.63796014
## [952,] 0.18583870
## [953,] 0.52296518
## [954,] 0.36374959
## [955,] 0.25567333
## [956,] 0.64494331
## [957,] 0.29647871
## [958,] 1.58318766
## [959,] 0.27029903
## [960,] 0.52457365
## [961,] 0.49256622
## [962,] 0.10701525
## [963,] 0.39793331
## [964,] 0.42625185
## [965,] 0.58353726
## [966,] 1.37740031
## [967,] 0.27937926
## [968,] 0.36366415
## [969,] 0.53044935
## [970,] 0.31551835
## [971,] 0.23063870
## [972,] 3.17225680
## [973,] 0.34635929
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## [975,] 2.28697917
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## [977,] 0.42723917
## [978,] 0.38088058
## [979,] 1.04467088
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## [981,] 1.06715827
## [982,] 0.16587396
## [983,] 1.60342301
## [984,] 0.49541903
## [985,] 3.13764004
## [986,] 0.39270963
## [987,] 0.37418803
## [988,] 1.40225381
## [989,] 2.53466877
## [990,] 0.50656744
## [991,] 0.65571722
## [992,] 0.39489262
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## [994,] 0.36639692
## [995,] 0.32505099
## [996,] 0.46265487
## [997,] 0.37246797
## [998,] 3.09975598
## [999,] 0.26034910
##
## $model.matrix
## (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1 1 0 1 0 0
## 2 1 -1 -1 -1 -1
## 3 1 1 0 0 0
## 4 1 1 0 0 0
## 5 1 1 0 0 0
## 6 1 1 0 0 0
## 7 1 0 1 0 0
## 8 1 1 0 0 0
## 9 1 1 0 0 0
## 10 1 0 1 0 0
## 11 1 1 0 0 0
## 12 1 1 0 0 0
## 13 1 1 0 0 0
## 14 1 1 0 0 0
## 15 1 1 0 0 0
## 16 1 1 0 0 0
## 17 1 1 0 0 0
## 18 1 0 1 0 0
## 19 1 0 1 0 0
## 20 1 1 0 0 0
## 21 1 1 0 0 0
## 22 1 1 0 0 0
## 23 1 0 1 0 0
## 24 1 0 1 0 0
## 25 1 1 0 0 0
## 26 1 1 0 0 0
## 27 1 0 1 0 0
## 28 1 1 0 0 0
## 29 1 1 0 0 0
## 30 1 1 0 0 0
## 31 1 1 0 0 0
## 32 1 0 1 0 0
## 33 1 1 0 0 0
## 34 1 0 1 0 0
## 35 1 1 0 0 0
## 36 1 1 0 0 0
## 37 1 0 1 0 0
## 38 1 1 0 0 0
## 39 1 0 1 0 0
## 40 1 1 0 0 0
## 41 1 1 0 0 0
## 42 1 1 0 0 0
## 43 1 1 0 0 0
## 44 1 0 1 0 0
## 45 1 1 0 0 0
## 46 1 0 1 0 0
## 47 1 1 0 0 0
## 48 1 0 1 0 0
## 49 1 1 0 0 0
## 50 1 0 1 0 0
## 51 1 1 0 0 0
## 52 1 1 0 0 0
## 53 1 1 0 0 0
## 54 1 1 0 0 0
## 55 1 1 0 0 0
## 56 1 1 0 0 0
## 57 1 1 0 0 0
## 58 1 0 1 0 0
## 59 1 1 0 0 0
## 60 1 1 0 0 0
## 61 1 0 1 0 0
## 62 1 0 1 0 0
## 63 1 0 1 0 0
## 64 1 1 0 0 0
## 65 1 0 1 0 0
## 66 1 1 0 0 0
## 67 1 0 1 0 0
## 68 1 0 1 0 0
## 69 1 0 1 0 0
## 70 1 1 0 0 0
## 71 1 1 0 0 0
## 72 1 0 1 0 0
## 73 1 0 1 0 0
## 74 1 0 1 0 0
## 75 1 0 1 0 0
## 76 1 0 1 0 0
## 77 1 0 1 0 0
## 78 1 0 1 0 0
## 79 1 0 1 0 0
## 80 1 1 0 0 0
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## 88 1 0 1 0 0
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## 90 1 0 1 0 0
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##
## $terms
## im ~ demo$gender
## attr(,"variables")
## list(im, demo$gender)
## attr(,"factors")
## demo$gender
## im 0
## demo$gender 1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"This shows that the differences in answers are not significant,
according to gender.
Self-Determination
Now, Self-Determination:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$gender 4 0.0500 0.012490 0.50676 0.00656 0.631
## Residuals 307 7.5669 0.024648 0.99344
## Total 311 7.6168 1.00000
##
## $call
## adonis(formula = sd ~ demo$gender)
##
## $coefficients
## sd1 sd2 sd3 sd4 sd5
## (Intercept) 3.92256561 4.1264503 4.1450104 3.64822169 4.0562241
## demo$gender1 -0.04411257 -0.1816989 -0.2168336 0.01476174 -0.3766661
## demo$gender2 -0.18819061 -0.4389503 -0.3481354 -0.07009669 -0.4546616
## demo$gender3 -0.92256561 -0.1264503 -0.1450104 -0.64822169 -0.0562241
## demo$gender4 0.07743439 0.8735497 -0.1450104 0.35177831 0.9437759
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.12172661 0.0900137382 0.10834087 0.120012097 0.12172661
## demo$gender1 0.02839194 0.0367547346 0.02437756 0.027593834 0.02839194
## demo$gender2 0.04633762 0.0423773891 0.03290503 0.021331347 0.04633762
## demo$gender3 0.04106409 0.0099862618 0.01986426 -0.008900986 0.04106409
## demo$gender4 -0.05789682 0.0008953527 -0.03857342 -0.020012097 -0.05789682
## 6 7 8 9 10
## (Intercept) 0.101202565 0.08351713 0.12172661 0.189911011 0.47576741
## demo$gender1 0.022601574 0.04005656 0.02839194 0.005176586 -0.01559964
## demo$gender2 0.025450566 0.03712633 0.04633762 -0.004887998 -0.03158089
## demo$gender3 -0.045647010 -0.05649010 0.04106409 -0.064911011 -0.03576741
## demo$gender4 -0.001202565 -0.01034640 -0.05789682 0.032311211 0.04147397
## 11 12 13 14 15
## (Intercept) 0.1921454599 0.082558869 0.09274887 0.07414702 0.12172661
## demo$gender1 0.0078202726 0.037098379 0.02773003 0.03642694 0.02839194
## demo$gender2 -0.0008283375 0.040631894 0.03405862 0.03814443 0.04633762
## demo$gender3 -0.0671454599 -0.005635792 -0.01582579 -0.02151544 0.04106409
## demo$gender4 0.0300767624 -0.012791427 -0.02298143 -0.02652797 -0.05789682
## 16 17 18 19 20
## (Intercept) 0.07414702 0.07414702 0.148000374 0.107307623 0.101202565
## demo$gender1 0.03642694 0.03642694 0.007770875 0.028358684 0.022601574
## demo$gender2 0.03814443 0.03814443 0.002793715 0.038279631 0.025450566
## demo$gender3 -0.02151544 -0.02151544 -0.030353315 0.014643597 -0.045647010
## demo$gender4 -0.02652797 -0.02652797 0.009894363 0.003803488 -0.001202565
## 21 22 23 24 25
## (Intercept) 0.11164109 0.221780143 0.37268248 0.09548398 0.07414702
## demo$gender1 0.02598473 0.001571462 -0.01833258 0.02958097 0.03642694
## demo$gender2 0.02395686 -0.011807069 -0.03566299 0.02944844 0.03814443
## demo$gender3 -0.08306966 -0.060489821 -0.03934915 -0.01440290 -0.02151544
## demo$gender4 0.01656404 0.035362714 0.04667236 -0.02231325 -0.02652797
## 26 27 28 29 30
## (Intercept) 0.58637668 0.0900137382 0.105923435 0.12172661 0.225430060
## demo$gender1 -0.02688166 0.0367547346 0.029781040 0.02839194 0.005978413
## demo$gender2 -0.03846495 0.0423773891 0.032433711 0.04633762 -0.005264269
## demo$gender3 -0.02115929 0.0099862618 -0.050367880 0.04106409 -0.064139738
## demo$gender4 0.04325295 0.0008953527 -0.005923435 -0.05789682 0.031712797
## 31 32 33 34 35
## (Intercept) 0.11513022 0.32823673 0.124292743 0.09280588 0.091655716
## demo$gender1 0.02772710 -0.01598915 0.014909883 0.02485686 0.038222578
## demo$gender2 0.04437163 -0.03501494 0.015843803 0.02613822 0.036744569
## demo$gender3 0.02772693 -0.04252245 -0.038578457 -0.01172479 -0.091655716
## demo$gender4 -0.07165195 0.04676327 0.003912385 -0.01963514 0.008344284
## 36 37 38 39 40
## (Intercept) 0.08959702 0.082132293 0.12172661 0.32823673 0.11552853
## demo$gender1 0.03437616 0.034663757 0.02839194 -0.01598915 0.03000099
## demo$gender2 0.04350581 0.041786789 0.04633762 -0.03501494 0.04329268
## demo$gender3 0.01040298 -0.005209216 0.04106409 -0.04252245 0.02732861
## demo$gender4 -0.04414247 -0.058876479 -0.05789682 0.04676327 -0.02857201
## 41 42 43 44 45
## (Intercept) 0.12172661 0.11552853 0.10909080 0.09894669 0.12172661
## demo$gender1 0.02839194 0.03000099 0.03025198 0.03688087 0.02839194
## demo$gender2 0.04633762 0.04329268 0.04173588 0.04911910 0.04633762
## demo$gender3 0.04106409 0.02732861 0.01286042 0.02300453 0.04106409
## demo$gender4 -0.05789682 -0.02857201 -0.04242414 -0.07672447 -0.05789682
## 46 47 48 49 50
## (Intercept) 0.160190706 0.13557904 0.32823673 0.11948740 0.08959702
## demo$gender1 0.010839253 0.01813238 -0.01598915 0.02449699 0.03437616
## demo$gender2 0.000445395 0.01399172 -0.03501494 0.02840965 0.04350581
## demo$gender3 -0.069281615 -0.07675551 -0.04252245 -0.06393184 0.01040298
## demo$gender4 0.028998484 0.02231570 0.04676327 -0.01948740 -0.04414247
## 51 52 53 54 55
## (Intercept) 0.58637668 0.09493218 0.13557904 0.58637668 0.091655716
## demo$gender1 -0.02688166 0.03052643 0.01813238 -0.02688166 0.038222578
## demo$gender2 -0.03846495 0.02684756 0.01399172 -0.03846495 0.036744569
## demo$gender3 -0.02115929 -0.01385110 -0.07675551 -0.02115929 -0.091655716
## demo$gender4 0.04325295 -0.02176145 0.02231570 0.04325295 0.008344284
## 56 57 58 59 60
## (Intercept) 0.13767178 0.09153354 0.082558869 1.000616e-01 0.11650150
## demo$gender1 0.02060668 0.03818854 0.037098379 2.616398e-02 0.03337376
## demo$gender2 0.01779566 0.04092337 0.040631894 3.765727e-02 0.03114905
## demo$gender3 -0.07884825 -0.03890196 -0.005635792 -6.162828e-05 -0.08793007
## demo$gender4 0.02022296 -0.04391450 -0.012791427 -5.460708e-02 0.01170363
## 61 62 63 64 65
## (Intercept) 0.107307623 0.09716351 0.07414702 0.16597483 0.101202565
## demo$gender1 0.028358684 0.03498758 0.03642694 0.01545321 0.022601574
## demo$gender2 0.038279631 0.04566285 0.03814443 0.01318380 0.025450566
## demo$gender3 0.014643597 0.02478771 -0.02151544 -0.07506573 -0.045647010
## demo$gender4 0.003803488 -0.03049685 -0.02652797 0.02321436 -0.001202565
## 66 67 68 69 70
## (Intercept) 0.190305562 0.11513022 0.153458299 0.09845145 0.09280588
## demo$gender1 0.007549434 0.02772710 0.018434198 0.03595650 0.02485686
## demo$gender2 -0.006077191 0.04437163 0.008504167 0.04855773 0.02613822
## demo$gender3 -0.065305562 0.02772693 -0.035811240 0.02349977 -0.01172479
## demo$gender4 0.031916660 -0.07165195 0.004436438 -0.07622923 -0.01963514
## 71 72 73 74 75
## (Intercept) 0.11387056 0.07414702 0.081922115 0.091655716 0.12172661
## demo$gender1 0.02678002 0.03642694 0.034573522 0.038222578 0.02839194
## demo$gender2 0.04153975 0.03814443 0.037824332 0.036744569 0.04633762
## demo$gender3 0.02898658 -0.02151544 -0.054895088 -0.091655716 0.04106409
## demo$gender4 -0.02691404 -0.02652797 -0.008751383 0.008344284 -0.05789682
## 76 77 78 79 80
## (Intercept) 0.11164109 0.082558869 0.52678775 0.13497606 0.07414702
## demo$gender1 0.02598473 0.037098379 -0.02380617 0.01917180 0.03642694
## demo$gender2 0.02395686 0.040631894 -0.03868771 0.01114337 0.03814443
## demo$gender3 -0.08306966 -0.005635792 -0.02678775 -0.07615253 -0.02151544
## demo$gender4 0.01656404 -0.012791427 0.04464082 0.02291868 -0.02652797
## 81 82 83 84 85
## (Intercept) 0.12172661 0.12172661 0.33126488 0.12539733 0.103955443
## demo$gender1 0.02839194 0.02839194 -0.01261363 0.02172277 0.027455686
## demo$gender2 0.04633762 0.04633762 -0.02930602 0.01234467 0.028855086
## demo$gender3 0.04106409 0.04106409 -0.04555059 -0.03968304 -0.048399887
## demo$gender4 -0.05789682 -0.05789682 0.04373512 0.00280780 -0.003955443
## 86 87 88 89 90
## (Intercept) 0.09274887 0.32823673 0.42368857 0.091331257 0.115143178
## demo$gender1 0.02773003 -0.01598915 -0.01589353 0.037746540 0.017474935
## demo$gender2 0.03405862 -0.03501494 -0.03098949 0.045338141 0.016843487
## demo$gender3 -0.01582579 -0.04252245 -0.03907318 0.008668743 -0.004032067
## demo$gender4 -0.02298143 0.04676327 0.04297810 -0.045876712 -0.015143178
## 91 92 93 94 95
## (Intercept) 0.07414702 0.07414702 0.08959702 0.07414702 0.208652962
## demo$gender1 0.03642694 0.03642694 0.03437616 0.03642694 0.004314455
## demo$gender2 0.03814443 0.03814443 0.04350581 0.03814443 -0.010300012
## demo$gender3 -0.02151544 -0.02151544 0.01040298 -0.02151544 -0.021152962
## demo$gender4 -0.02652797 -0.02652797 -0.04414247 -0.02652797 0.013569260
## 96 97 98 99 100
## (Intercept) 0.10690031 0.12172661 0.42016939 0.081922115 0.082040874
## demo$gender1 0.02603363 0.02839194 -0.01935878 0.034573522 0.036133308
## demo$gender2 0.03938276 0.04633762 -0.03808175 0.037824332 0.040042981
## demo$gender3 0.01505091 0.04106409 -0.03555401 -0.054895088 -0.005117797
## demo$gender4 -0.04023365 -0.05789682 0.04649727 -0.008751383 -0.012273432
## 101 102 103 104 105
## (Intercept) 0.12172661 0.07414702 0.2213127551 0.13497606 0.12172661
## demo$gender1 0.02839194 0.03642694 0.0008146106 0.01917180 0.02839194
## demo$gender2 0.04633762 0.03814443 -0.0124523822 0.01114337 0.04633762
## demo$gender3 0.04106409 -0.02151544 -0.0600224325 -0.07615253 0.04106409
## demo$gender4 -0.05789682 -0.02652797 0.0358301021 0.02291868 -0.05789682
## 106 107 108 109 110
## (Intercept) 0.176610935 0.082558869 0.222214324 0.1929590944 0.148000374
## demo$gender1 0.002225198 0.037098379 0.002629915 0.0100575314 0.007770875
## demo$gender2 -0.002285922 0.040631894 -0.011562978 -0.0006246925 0.002793715
## demo$gender3 -0.025095784 -0.005635792 -0.060924002 -0.0679590944 -0.030353315
## demo$gender4 0.012578254 -0.012791427 0.034928533 0.0292631278 0.009894363
## 111 112 113 114 115
## (Intercept) 0.07414702 0.10560523 0.07414702 0.09153354 0.09280588
## demo$gender1 0.03642694 0.03648729 0.03642694 0.03818854 0.02485686
## demo$gender2 0.03814443 0.05051472 0.03814443 0.04092337 0.02613822
## demo$gender3 -0.02151544 0.03725192 -0.02151544 -0.03890196 -0.01172479
## demo$gender4 -0.02652797 -0.06212696 -0.02652797 -0.04391450 -0.01963514
## 116 117 118 119 120
## (Intercept) 0.17883524 0.09280588 0.10560523 0.11164109 0.090103382
## demo$gender1 0.02861930 0.02485686 0.03648729 0.02598473 0.035320440
## demo$gender2 0.02181831 0.02613822 0.05051472 0.02395686 0.044080614
## demo$gender3 -0.06118818 -0.01172479 0.03725192 -0.08306966 0.009896618
## demo$gender4 0.03169108 -0.01963514 -0.06212696 0.01656404 -0.044648836
## 121 122 123 124 125
## (Intercept) 0.07414702 0.10868349 0.11552853 0.12513638 0.105028465
## demo$gender1 0.03642694 0.02792692 0.03000099 0.01518039 0.034070805
## demo$gender2 0.03814443 0.04283901 0.04329268 0.02841058 0.025459035
## demo$gender3 -0.02151544 0.01326773 0.02732861 0.02486362 -0.049472910
## demo$gender4 -0.02652797 -0.08646127 -0.02857201 -0.03422729 -0.005028465
## 126 127 128 129 130
## (Intercept) 0.105923435 0.25790204 0.160190706 0.10560523 0.12172661
## demo$gender1 0.029781040 -0.00051712 0.010839253 0.03648729 0.02839194
## demo$gender2 0.032433711 -0.01401204 0.000445395 0.05051472 0.04633762
## demo$gender3 -0.050367880 -0.05790204 -0.069281615 0.03725192 0.04106409
## demo$gender4 -0.005923435 0.03621560 0.028998484 -0.06212696 -0.05789682
## 131 132 133 134 135
## (Intercept) 0.09280588 0.139274150 0.32823673 0.11517814 0.10739556
## demo$gender1 0.02485686 0.015105791 -0.01598915 0.02433686 0.02695799
## demo$gender2 0.02613822 0.023679087 -0.03501494 0.03483392 0.03994413
## demo$gender3 -0.01172479 -0.004139015 -0.04252245 0.03482186 0.01455566
## demo$gender4 -0.01963514 -0.017322931 0.04676327 -0.02426905 -0.04072889
## 136 137 138 139 140
## (Intercept) 0.12172661 0.12172661 0.07414702 0.123707853 0.11387056
## demo$gender1 0.02839194 0.02839194 0.03642694 0.015916009 0.02678002
## demo$gender2 0.04633762 0.04633762 0.03814443 0.013083007 0.04153975
## demo$gender3 0.04106409 0.04106409 -0.02151544 -0.037993567 0.02898658
## demo$gender4 -0.05789682 -0.05789682 -0.02652797 0.004497275 -0.02691404
## 141 142 143 144 145
## (Intercept) 0.13497606 0.151878883 0.10868349 0.163138751 0.2213719226
## demo$gender1 0.01917180 0.011976771 0.02792692 0.015557662 0.0003122269
## demo$gender2 0.01114337 0.010223345 0.04283901 0.004571121 -0.0117724959
## demo$gender3 -0.07615253 -0.034231824 0.01326773 -0.072229660 -0.0600816000
## demo$gender4 0.02291868 0.006015854 -0.08646127 0.026050439 0.0357709345
## 146 147 148 149 150
## (Intercept) 0.101014676 0.07414702 0.32823673 0.47104833 0.2161212073
## demo$gender1 0.025881369 0.03642694 -0.01598915 -0.02181843 0.0171341480
## demo$gender2 0.029042359 0.03814443 -0.03501494 -0.03951935 -0.0007149704
## demo$gender3 0.004248482 -0.02151544 -0.04252245 -0.03104833 -0.0286212073
## demo$gender4 -0.005776581 -0.02652797 0.04676327 0.04619305 0.0061010149
## 151 152 153 154 155
## (Intercept) 0.103085347 0.12172661 0.10903520 0.13767178 0.10834087
## demo$gender1 0.031400041 0.02839194 0.02120008 0.02060668 0.02437756
## demo$gender2 0.029735699 0.04633762 0.02970249 0.01779566 0.03290503
## demo$gender3 0.002177811 0.04106409 -0.02795412 -0.07884825 0.01986426
## demo$gender4 -0.007847252 -0.05789682 -0.03586447 0.02022296 -0.03857342
## 156 157 158 159 160
## (Intercept) 0.12172661 0.12172661 0.12172661 0.09280588 0.11388816
## demo$gender1 0.02839194 0.02839194 0.02839194 0.02485686 0.03198237
## demo$gender2 0.04633762 0.04633762 0.04633762 0.02613822 0.02470042
## demo$gender3 0.04106409 0.04106409 0.04106409 -0.01172479 -0.08531673
## demo$gender4 -0.05789682 -0.05789682 -0.05789682 -0.01963514 0.01431697
## 161 162 163 164 165
## (Intercept) 0.081922115 0.07414702 0.09894669 0.124292743 0.12172661
## demo$gender1 0.034573522 0.03642694 0.03688087 0.014909883 0.02839194
## demo$gender2 0.037824332 0.03814443 0.04911910 0.015843803 0.04633762
## demo$gender3 -0.054895088 -0.02151544 0.02300453 -0.038578457 0.04106409
## demo$gender4 -0.008751383 -0.02652797 -0.07672447 0.003912385 -0.05789682
## 166 167 168 169 170
## (Intercept) 0.090103382 0.0900137382 0.082040874 0.10560523 0.082132293
## demo$gender1 0.035320440 0.0367547346 0.036133308 0.03648729 0.034663757
## demo$gender2 0.044080614 0.0423773891 0.040042981 0.05051472 0.041786789
## demo$gender3 0.009896618 0.0099862618 -0.005117797 0.03725192 -0.005209216
## demo$gender4 -0.044648836 0.0008953527 -0.012273432 -0.06212696 -0.058876479
## 171 172 173 174 175
## (Intercept) 0.124292743 0.220470353 0.189041052 0.081922115 0.32823673
## demo$gender1 0.014909883 -0.001503078 0.004583244 0.034573522 -0.01598915
## demo$gender2 0.015843803 -0.012661900 -0.006904532 0.037824332 -0.03501494
## demo$gender3 -0.038578457 -0.059180031 -0.064041052 -0.054895088 -0.04252245
## demo$gender4 0.003912385 0.036672504 0.033181170 -0.008751383 0.04676327
## 176 177 178 179 180
## (Intercept) 0.179558980 0.32823673 0.32823673 0.149741407 0.07414702
## demo$gender1 0.006943607 -0.01598915 -0.01598915 0.013754305 0.03642694
## demo$gender2 0.001839804 -0.03501494 -0.03501494 0.002033383 0.03814443
## demo$gender3 -0.028043829 -0.04252245 -0.04252245 -0.032094348 -0.02151544
## demo$gender4 0.009630209 0.04676327 0.04676327 0.008153330 -0.02652797
## 181 182 183 184 185
## (Intercept) 0.11387056 0.09548398 0.11513022 0.2101268464 0.11552853
## demo$gender1 0.02678002 0.02958097 0.02772710 0.0002029471 0.03000099
## demo$gender2 0.04153975 0.02944844 0.04437163 -0.0017668522 0.04329268
## demo$gender3 0.02898658 -0.01440290 0.02772693 -0.0226268464 0.02732861
## demo$gender4 -0.02691404 -0.02231325 -0.07165195 0.0120953758 -0.02857201
## 186 187 188 189 190
## (Intercept) 0.13557904 0.101795867 0.293408895 0.11513022 0.12172661
## demo$gender1 0.01813238 0.029534358 -0.005406708 0.02772710 0.02839194
## demo$gender2 0.01399172 0.039489607 -0.022412585 0.04437163 0.04633762
## demo$gender3 -0.07675551 -0.001795867 -0.052029584 0.02772693 0.04106409
## demo$gender4 0.02231570 -0.056341322 0.039924439 -0.07165195 -0.05789682
## 191 192 193 194 195
## (Intercept) 0.11650150 0.07414702 0.12172661 0.11387056 0.07414702
## demo$gender1 0.03337376 0.03642694 0.02839194 0.02678002 0.03642694
## demo$gender2 0.03114905 0.03814443 0.04633762 0.04153975 0.03814443
## demo$gender3 -0.08793007 -0.02151544 0.04106409 0.02898658 -0.02151544
## demo$gender4 0.01170363 -0.02652797 -0.05789682 -0.02691404 -0.02652797
## 196 197 198 199 200
## (Intercept) 0.08959702 0.09716351 0.254665459 0.08351713 0.12172661
## demo$gender1 0.03437616 0.03498758 -0.004389497 0.04005656 0.02839194
## demo$gender2 0.04350581 0.04566285 -0.019849419 0.03712633 0.04633762
## demo$gender3 0.01040298 0.02478771 -0.054665459 -0.05649010 0.04106409
## demo$gender4 -0.04414247 -0.03049685 0.039452188 -0.01034640 -0.05789682
## 201 202 203 204 205
## (Intercept) 0.07414702 0.12172661 0.08959702 0.09845145 0.160190706
## demo$gender1 0.03642694 0.02839194 0.03437616 0.03595650 0.010839253
## demo$gender2 0.03814443 0.04633762 0.04350581 0.04855773 0.000445395
## demo$gender3 -0.02151544 0.04106409 0.01040298 0.02349977 -0.069281615
## demo$gender4 -0.02652797 -0.05789682 -0.04414247 -0.07622923 0.028998484
## 206 207 208 209 210
## (Intercept) 0.58637668 0.091655716 0.13188338 0.082040874 0.081922115
## demo$gender1 -0.02688166 0.038222578 0.01622963 0.036133308 0.034573522
## demo$gender2 -0.03846495 0.036744569 0.03091103 0.040042981 0.037824332
## demo$gender3 -0.02115929 -0.091655716 0.03884832 -0.005117797 -0.054895088
## demo$gender4 0.04325295 0.008344284 -0.02077227 -0.012273432 -0.008751383
## 211 212 213 214 215
## (Intercept) 0.07414702 0.09493218 0.090103382 0.12172661 0.101202565
## demo$gender1 0.03642694 0.03052643 0.035320440 0.02839194 0.022601574
## demo$gender2 0.03814443 0.02684756 0.044080614 0.04633762 0.025450566
## demo$gender3 -0.02151544 -0.01385110 0.009896618 0.04106409 -0.045647010
## demo$gender4 -0.02652797 -0.02176145 -0.044648836 -0.05789682 -0.001202565
## 216 217 218 219 220
## (Intercept) 0.52714875 0.09548398 0.07414702 0.118439446 0.09716351
## demo$gender1 -0.02421204 0.02958097 0.03642694 0.016478759 0.03498758
## demo$gender2 -0.03719885 0.02944844 0.03814443 0.024587940 0.04566285
## demo$gender3 -0.02714875 -0.01440290 -0.02151544 0.009765682 0.02478771
## demo$gender4 0.04427982 -0.02231325 -0.02652797 -0.002160377 -0.03049685
## 221 222 223 224 225
## (Intercept) 0.148000374 0.12172661 0.12172661 0.47089602 0.254730821
## demo$gender1 0.007770875 0.02839194 0.02839194 -0.02306926 -0.006163765
## demo$gender2 0.002793715 0.04633762 0.04633762 -0.03872543 -0.017879067
## demo$gender3 -0.030353315 0.04106409 0.04106409 -0.03089602 -0.054730821
## demo$gender4 0.009894363 -0.05789682 -0.05789682 0.04634536 0.039386826
## 226 227 228 229 230
## (Intercept) 0.09280588 0.09845145 9.997198e-02 0.09845145 0.09716351
## demo$gender1 0.02485686 0.03595650 2.759827e-02 0.03595650 0.03498758
## demo$gender2 0.02613822 0.04855773 3.595405e-02 0.04855773 0.04566285
## demo$gender3 -0.01172479 0.02349977 2.801515e-05 0.02349977 0.02478771
## demo$gender4 -0.01963514 -0.07622923 -9.062894e-03 -0.07622923 -0.03049685
## 231 232 233 234 235
## (Intercept) 0.29009229 0.107307623 0.178772205 0.09335142 0.32823673
## demo$gender1 -0.01129800 0.028358684 0.004781381 0.04172289 -0.01598915
## demo$gender2 -0.02647110 0.038279631 0.001641703 0.04284264 -0.03501494
## demo$gender3 -0.04871298 0.014643597 -0.027257053 -0.04071984 -0.04252245
## demo$gender4 0.04324104 0.003803488 0.010416984 -0.04573237 0.04676327
## 236 237 238 239 240
## (Intercept) 0.07414702 0.07414702 0.11447305 0.101202565 0.126321190
## demo$gender1 0.03642694 0.03642694 0.03097624 0.022601574 0.017307394
## demo$gender2 0.03814443 0.03814443 0.02746122 0.025450566 0.019531635
## demo$gender3 -0.02151544 -0.02151544 -0.08590162 -0.045647010 -0.040606905
## demo$gender4 -0.02652797 -0.02652797 0.01373208 -0.001202565 0.001883938
## 241 242 243 244 245
## (Intercept) 0.07414702 0.127105497 0.101795867 0.12172661 0.32823673
## demo$gender1 0.03642694 0.017852907 0.029534358 0.02839194 -0.01598915
## demo$gender2 0.03814443 0.021339042 0.039489607 0.04633762 -0.03501494
## demo$gender3 -0.02151544 -0.041391211 -0.001795867 0.04106409 -0.04252245
## demo$gender4 -0.02652797 0.001099631 -0.056341322 -0.05789682 0.04676327
## 246 247 248 249 250
## (Intercept) 0.189911011 0.081922115 0.09716351 0.07414702 0.12172661
## demo$gender1 0.005176586 0.034573522 0.03498758 0.03642694 0.02839194
## demo$gender2 -0.004887998 0.037824332 0.04566285 0.03814443 0.04633762
## demo$gender3 -0.064911011 -0.054895088 0.02478771 -0.02151544 0.04106409
## demo$gender4 0.032311211 -0.008751383 -0.03049685 -0.02652797 -0.05789682
## 251 252 253 254 255
## (Intercept) 0.081922115 0.1217654206 0.165356632 0.082040874 0.09280588
## demo$gender1 0.034573522 0.0194152086 0.018686652 0.036133308 0.02485686
## demo$gender2 0.037824332 0.0208975331 0.008095774 0.040042981 0.02613822
## demo$gender3 -0.054895088 -0.0406843395 -0.074447541 -0.005117797 -0.01172479
## demo$gender4 -0.008751383 0.0001857989 0.023832557 -0.012273432 -0.01963514
## 256 257 258 259 260
## (Intercept) 0.12539733 0.082132293 0.082558869 0.091420901 0.101795867
## demo$gender1 0.02172277 0.034663757 0.037098379 0.036312246 0.029534358
## demo$gender2 0.01234467 0.041786789 0.040631894 0.047041366 0.039489607
## demo$gender3 -0.03968304 -0.005209216 -0.005635792 0.008579099 -0.001795867
## demo$gender4 0.00280780 -0.058876479 -0.012791427 -0.091420901 -0.056341322
## 261 262 263 264 265
## (Intercept) 0.07414702 0.13497606 0.11164109 0.58637668 0.58637668
## demo$gender1 0.03642694 0.01917180 0.02598473 -0.02688166 -0.02688166
## demo$gender2 0.03814443 0.01114337 0.02395686 -0.03846495 -0.03846495
## demo$gender3 -0.02151544 -0.07615253 -0.08306966 -0.02115929 -0.02115929
## demo$gender4 -0.02652797 0.02291868 0.01656404 0.04325295 0.04325295
## 266 267 268 269 270
## (Intercept) 0.12172661 0.160190706 0.10690031 0.179394437 0.07414702
## demo$gender1 0.02839194 0.010839253 0.02603363 0.003706432 0.03642694
## demo$gender2 0.04633762 0.000445395 0.03938276 0.004583349 0.03814443
## demo$gender3 0.04106409 -0.069281615 0.01505091 -0.027879286 -0.02151544
## demo$gender4 -0.05789682 0.028998484 -0.04023365 0.009794752 -0.02652797
## 271 272 273 274 275
## (Intercept) 0.07414702 0.07414702 0.127234284 0.10971863 0.126321190
## demo$gender1 0.03642694 0.03642694 0.027586533 0.02943106 0.017307394
## demo$gender2 0.03814443 0.03814443 0.023859232 0.03675525 0.019531635
## demo$gender3 -0.02151544 -0.02151544 0.007900851 -0.03279555 -0.040606905
## demo$gender4 -0.02652797 -0.02652797 -0.005283064 -0.03995119 0.001883938
## 276 277 278 279 280
## (Intercept) 0.103085347 0.07414702 0.1004783479 0.082040874 0.32823673
## demo$gender1 0.031400041 0.03642694 0.0285425524 0.036133308 -0.01598915
## demo$gender2 0.029735699 0.03814443 0.0365288548 0.040042981 -0.03501494
## demo$gender3 0.002177811 -0.02151544 -0.0004783479 -0.005117797 -0.04252245
## demo$gender4 -0.007847252 -0.02652797 -0.0095692570 -0.012273432 0.04676327
## 281 282 283 284 285
## (Intercept) 0.07414702 0.09716351 0.160190706 0.10782287 0.12172661
## demo$gender1 0.03642694 0.03498758 0.010839253 0.02341249 0.02839194
## demo$gender2 0.03814443 0.04566285 0.000445395 0.03231611 0.04633762
## demo$gender3 -0.02151544 0.02478771 -0.069281615 0.02038226 0.04106409
## demo$gender4 -0.02652797 -0.03049685 0.028998484 -0.03805543 -0.05789682
## 286 287 288 289 290
## (Intercept) 0.151878883 0.11447305 0.082558869 0.126539812 0.156887371
## demo$gender1 0.011976771 0.03097624 0.037098379 0.020907525 0.019588043
## demo$gender2 0.010223345 0.02746122 0.040631894 0.016587370 0.017637536
## demo$gender3 -0.034231824 -0.08590162 -0.005635792 -0.040825527 -0.039240312
## demo$gender4 0.006015854 0.01373208 -0.012791427 0.001665316 0.001007366
## 291 292 293 294 295
## (Intercept) 0.12172661 0.08959702 0.12172661 0.091655716 0.07414702
## demo$gender1 0.02839194 0.03437616 0.02839194 0.038222578 0.03642694
## demo$gender2 0.04633762 0.04350581 0.04633762 0.036744569 0.03814443
## demo$gender3 0.04106409 0.01040298 0.04106409 -0.091655716 -0.02151544
## demo$gender4 -0.05789682 -0.04414247 -0.05789682 0.008344284 -0.02652797
## 296 297 298 299 300
## (Intercept) 0.13549863 0.11552853 0.41975373 0.14058752 0.12172661
## demo$gender1 0.02463433 0.03000099 -0.02037038 0.02574365 0.02839194
## demo$gender2 0.03335207 0.04329268 -0.03831714 0.02140591 0.04633762
## demo$gender3 0.03523308 0.02732861 -0.03513835 -0.08176399 0.04106409
## demo$gender4 -0.02438752 -0.02857201 0.04691293 0.01730721 -0.05789682
## 301 302 303 304 305
## (Intercept) 0.12172661 0.153770502 0.09493218 0.11517814 0.11631939
## demo$gender1 0.02839194 0.017474210 0.03052643 0.02433686 0.02132181
## demo$gender2 0.04633762 0.010400762 0.02684756 0.03483392 0.03189701
## demo$gender3 0.04106409 -0.036123443 -0.01385110 0.03482186 -0.01105623
## demo$gender4 -0.05789682 0.004124235 -0.02176145 -0.02426905 -0.02108129
## 306 307 308 309 310
## (Intercept) 0.08959702 0.090103382 0.37240314 0.206379671 0.290525813
## demo$gender1 0.03437616 0.035320440 -0.01802796 -0.001921138 -0.008630624
## demo$gender2 0.04350581 0.044080614 -0.03680564 -0.010884293 -0.027837914
## demo$gender3 0.01040298 0.009896618 -0.03906980 -0.018879671 -0.049146503
## demo$gender4 -0.04414247 -0.044648836 0.04695170 0.015842551 0.042807520
## 311 312
## (Intercept) 0.105028465 0.101202565
## demo$gender1 0.034070805 0.022601574
## demo$gender2 0.025459035 0.025450566
## demo$gender3 -0.049472910 -0.045647010
## demo$gender4 -0.005028465 -0.001202565
##
## $f.perms
## [,1]
## [1,] 1.39332053
## [2,] 0.76268481
## [3,] 1.03437155
## [4,] 1.52132015
## [5,] 0.46062134
## [6,] 0.58675581
## [7,] 0.43191885
## [8,] 1.05271473
## [9,] 1.89784042
## [10,] 0.18017655
## [11,] 0.59762137
## [12,] 0.36151095
## [13,] 0.59945669
## [14,] 1.99647067
## [15,] 3.60736501
## [16,] 0.47452006
## [17,] 0.29196672
## [18,] 3.60716895
## [19,] 0.72695111
## [20,] 0.23276026
## [21,] 0.44543014
## [22,] 0.40380297
## [23,] 0.48121427
## [24,] 0.77194247
## [25,] 0.71140885
## [26,] 1.31020580
## [27,] 2.75283976
## [28,] 0.38664364
## [29,] 0.40216473
## [30,] 0.30012554
## [31,] 1.24223779
## [32,] 0.33693460
## [33,] 0.15543132
## [34,] 2.13202848
## [35,] 3.09819136
## [36,] 0.40686083
## [37,] 0.30503573
## [38,] 0.15699264
## [39,] 0.96690729
## [40,] 0.32959588
## [41,] 1.12360108
## [42,] 0.38030514
## [43,] 0.57173513
## [44,] 3.64003526
## [45,] 1.05355722
## [46,] 0.19611537
## [47,] 0.53260638
## [48,] 0.52746828
## [49,] 0.46683754
## [50,] 0.19781617
## [51,] 1.60552597
## [52,] 0.73985733
## [53,] 0.63186629
## [54,] 0.94339612
## [55,] 0.73571575
## [56,] 0.49946523
## [57,] 0.99410617
## [58,] 0.84655219
## [59,] 3.59700578
## [60,] 0.19045158
## [61,] 0.99033200
## [62,] 1.75125188
## [63,] 0.40928345
## [64,] 0.35918581
## [65,] 0.32035166
## [66,] 0.91617185
## [67,] 0.58434985
## [68,] 0.79777670
## [69,] 0.57300889
## [70,] 0.14746709
## [71,] 0.19173531
## [72,] 1.23083391
## [73,] 0.47703533
## [74,] 0.62513003
## [75,] 2.78466343
## [76,] 0.83010557
## [77,] 0.49415110
## [78,] 1.11851754
## [79,] 1.39070998
## [80,] 0.30424669
## [81,] 0.35806073
## [82,] 0.37757173
## [83,] 1.23989173
## [84,] 0.55352950
## [85,] 1.09931325
## [86,] 0.31989345
## [87,] 0.55075663
## [88,] 3.89018757
## [89,] 0.79142329
## [90,] 0.31981973
## [91,] 0.52966576
## [92,] 0.20082923
## [93,] 0.55835611
## [94,] 0.34805274
## [95,] 0.42326127
## [96,] 0.91744754
## [97,] 0.62634687
## [98,] 0.56835841
## [99,] 1.03472103
## [100,] 0.60246534
## [101,] 0.60669249
## [102,] 1.22942329
## [103,] 1.17655675
## [104,] 0.31530790
## [105,] 1.39668021
## [106,] 0.94649598
## [107,] 0.35837382
## [108,] 0.97455213
## [109,] 0.09202482
## [110,] 0.77531430
## [111,] 0.89495168
## [112,] 3.56883487
## [113,] 0.62878460
## [114,] 0.55261326
## [115,] 0.33430692
## [116,] 2.44648085
## [117,] 0.47191515
## [118,] 0.24565756
## [119,] 3.54088304
## [120,] 0.77145618
## [121,] 0.19078000
## [122,] 1.62633827
## [123,] 0.65865541
## [124,] 0.50628788
## [125,] 2.83074322
## [126,] 0.82813370
## [127,] 0.43565603
## [128,] 0.51616757
## [129,] 0.24403169
## [130,] 0.22744753
## [131,] 0.57486555
## [132,] 0.70942726
## [133,] 0.43019498
## [134,] 2.46022542
## [135,] 0.44323432
## [136,] 0.73744684
## [137,] 3.05177099
## [138,] 1.37879121
## [139,] 0.48583409
## [140,] 0.54276208
## [141,] 0.39896189
## [142,] 0.54478873
## [143,] 1.16119662
## [144,] 0.42364799
## [145,] 0.66062833
## [146,] 1.17848896
## [147,] 0.65763239
## [148,] 1.03652732
## [149,] 1.24880011
## [150,] 0.33824976
## [151,] 0.66585792
## [152,] 5.09700260
## [153,] 1.40524221
## [154,] 0.22411190
## [155,] 1.75308069
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## [811,] 1.39911485
## [812,] 1.46275448
## [813,] 0.46599224
## [814,] 0.49687734
## [815,] 0.79398509
## [816,] 0.32515014
## [817,] 0.75810666
## [818,] 0.69303136
## [819,] 2.26298455
## [820,] 3.94558520
## [821,] 0.28495069
## [822,] 1.10628811
## [823,] 0.44645568
## [824,] 0.57721961
## [825,] 0.44296074
## [826,] 3.48404138
## [827,] 0.51917870
## [828,] 0.38364179
## [829,] 1.83053997
## [830,] 0.48076922
## [831,] 0.36250344
## [832,] 1.60893351
## [833,] 1.22715501
## [834,] 0.96762630
## [835,] 0.70316060
## [836,] 0.46631594
## [837,] 0.69694026
## [838,] 0.11928981
## [839,] 0.37077732
## [840,] 0.66276049
## [841,] 0.77386241
## [842,] 2.83340386
## [843,] 0.54358179
## [844,] 0.53711547
## [845,] 0.78530653
## [846,] 0.63119309
## [847,] 0.99586978
## [848,] 0.39364580
## [849,] 0.17143859
## [850,] 0.84993121
## [851,] 0.42495656
## [852,] 3.61463114
## [853,] 0.64933160
## [854,] 3.40056507
## [855,] 2.28076777
## [856,] 0.16771003
## [857,] 0.25124993
## [858,] 0.34905784
## [859,] 0.21888373
## [860,] 1.61368078
## [861,] 0.26951742
## [862,] 0.58955500
## [863,] 0.26160279
## [864,] 1.89898039
## [865,] 1.05997953
## [866,] 1.03075927
## [867,] 0.54672422
## [868,] 0.25529261
## [869,] 3.28609762
## [870,] 0.38352244
## [871,] 0.55824811
## [872,] 0.24345559
## [873,] 1.06010226
## [874,] 0.42613738
## [875,] 0.47525442
## [876,] 0.78290190
## [877,] 0.30987260
## [878,] 0.30159972
## [879,] 1.03387833
## [880,] 0.67849098
## [881,] 0.29989227
## [882,] 4.45557298
## [883,] 0.58189535
## [884,] 1.06616284
## [885,] 0.31625109
## [886,] 0.32301827
## [887,] 0.54935473
## [888,] 2.80378787
## [889,] 0.19745204
## [890,] 0.49691583
## [891,] 1.36060323
## [892,] 0.19562801
## [893,] 0.26234794
## [894,] 0.54916595
## [895,] 0.45179619
## [896,] 0.66910699
## [897,] 0.29382414
## [898,] 1.44313066
## [899,] 1.01522600
## [900,] 0.63885241
## [901,] 0.33764290
## [902,] 1.61609713
## [903,] 0.81598790
## [904,] 0.52658320
## [905,] 1.17647514
## [906,] 0.28942322
## [907,] 0.13548441
## [908,] 0.49102078
## [909,] 1.24374972
## [910,] 0.25658888
## [911,] 3.60910592
## [912,] 0.78518751
## [913,] 1.82925268
## [914,] 0.86569396
## [915,] 3.91533322
## [916,] 1.48706389
## [917,] 0.98720442
## [918,] 1.42065737
## [919,] 0.26465423
## [920,] 0.68699684
## [921,] 0.34191287
## [922,] 0.48527508
## [923,] 5.05611150
## [924,] 0.46241149
## [925,] 0.44789839
## [926,] 0.40395831
## [927,] 0.61029854
## [928,] 1.76144728
## [929,] 0.71262106
## [930,] 1.10408283
## [931,] 0.15425914
## [932,] 0.84631915
## [933,] 2.35991635
## [934,] 0.35040169
## [935,] 0.38792838
## [936,] 0.74619598
## [937,] 3.02290843
## [938,] 0.39623544
## [939,] 0.42868885
## [940,] 2.86960700
## [941,] 0.28841493
## [942,] 0.41449826
## [943,] 0.85984717
## [944,] 0.34089314
## [945,] 0.18627734
## [946,] 1.23842186
## [947,] 0.41052284
## [948,] 3.35672596
## [949,] 0.32129876
## [950,] 1.05093349
## [951,] 2.26455565
## [952,] 0.28402201
## [953,] 1.19421512
## [954,] 0.43453829
## [955,] 0.50183080
## [956,] 1.15184138
## [957,] 1.30151839
## [958,] 1.48175758
## [959,] 0.32950200
## [960,] 0.41338884
## [961,] 0.67083372
## [962,] 1.76801032
## [963,] 0.17362127
## [964,] 0.98746294
## [965,] 0.67200958
## [966,] 1.12943265
## [967,] 0.88624309
## [968,] 0.52293910
## [969,] 0.47727829
## [970,] 1.25690018
## [971,] 0.13967505
## [972,] 1.77066175
## [973,] 1.06536888
## [974,] 0.85427360
## [975,] 0.64277961
## [976,] 0.31688958
## [977,] 0.63662055
## [978,] 0.55898121
## [979,] 0.62509875
## [980,] 0.52662284
## [981,] 0.49867445
## [982,] 0.45718173
## [983,] 1.12736756
## [984,] 0.32196671
## [985,] 0.51239385
## [986,] 0.17460303
## [987,] 0.56957290
## [988,] 0.74888272
## [989,] 0.51943379
## [990,] 0.44633023
## [991,] 0.46785567
## [992,] 0.40118225
## [993,] 1.41405798
## [994,] 0.42926945
## [995,] 0.52339056
## [996,] 0.69486883
## [997,] 0.42822997
## [998,] 3.58724102
## [999,] 0.25568505
##
## $model.matrix
## (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1 1 0 1 0 0
## 2 1 -1 -1 -1 -1
## 3 1 1 0 0 0
## 4 1 1 0 0 0
## 5 1 1 0 0 0
## 6 1 1 0 0 0
## 7 1 0 1 0 0
## 8 1 1 0 0 0
## 9 1 1 0 0 0
## 10 1 0 1 0 0
## 11 1 1 0 0 0
## 12 1 1 0 0 0
## 13 1 1 0 0 0
## 14 1 1 0 0 0
## 15 1 1 0 0 0
## 16 1 1 0 0 0
## 17 1 1 0 0 0
## 18 1 0 1 0 0
## 19 1 0 1 0 0
## 20 1 1 0 0 0
## 21 1 1 0 0 0
## 22 1 1 0 0 0
## 23 1 0 1 0 0
## 24 1 0 1 0 0
## 25 1 1 0 0 0
## 26 1 1 0 0 0
## 27 1 0 1 0 0
## 28 1 1 0 0 0
## 29 1 1 0 0 0
## 30 1 1 0 0 0
## 31 1 1 0 0 0
## 32 1 0 1 0 0
## 33 1 1 0 0 0
## 34 1 0 1 0 0
## 35 1 1 0 0 0
## 36 1 1 0 0 0
## 37 1 0 1 0 0
## 38 1 1 0 0 0
## 39 1 0 1 0 0
## 40 1 1 0 0 0
## 41 1 1 0 0 0
## 42 1 1 0 0 0
## 43 1 1 0 0 0
## 44 1 0 1 0 0
## 45 1 1 0 0 0
## 46 1 0 1 0 0
## 47 1 1 0 0 0
## 48 1 0 1 0 0
## 49 1 1 0 0 0
## 50 1 0 1 0 0
## 51 1 1 0 0 0
## 52 1 1 0 0 0
## 53 1 1 0 0 0
## 54 1 1 0 0 0
## 55 1 1 0 0 0
## 56 1 1 0 0 0
## 57 1 1 0 0 0
## 58 1 0 1 0 0
## 59 1 1 0 0 0
## 60 1 1 0 0 0
## 61 1 0 1 0 0
## 62 1 0 1 0 0
## 63 1 0 1 0 0
## 64 1 1 0 0 0
## 65 1 0 1 0 0
## 66 1 1 0 0 0
## 67 1 0 1 0 0
## 68 1 0 1 0 0
## 69 1 0 1 0 0
## 70 1 1 0 0 0
## 71 1 1 0 0 0
## 72 1 0 1 0 0
## 73 1 0 1 0 0
## 74 1 0 1 0 0
## 75 1 0 1 0 0
## 76 1 0 1 0 0
## 77 1 0 1 0 0
## 78 1 0 1 0 0
## 79 1 0 1 0 0
## 80 1 1 0 0 0
## 81 1 1 0 0 0
## 82 1 0 1 0 0
## 83 1 0 1 0 0
## 84 1 0 1 0 0
## 85 1 1 0 0 0
## 86 1 1 0 0 0
## 87 1 0 1 0 0
## 88 1 0 1 0 0
## 89 1 0 1 0 0
## 90 1 0 1 0 0
## 91 1 0 1 0 0
## 92 1 0 1 0 0
## 93 1 0 1 0 0
## 94 1 0 1 0 0
## 95 1 0 1 0 0
## 96 1 0 1 0 0
## 97 1 1 0 0 0
## 98 1 0 1 0 0
## 99 1 1 0 0 0
## 100 1 0 1 0 0
## 101 1 0 1 0 0
## 102 1 1 0 0 0
## 103 1 0 1 0 0
## 104 1 0 1 0 0
## 105 1 1 0 0 0
## 106 1 1 0 0 0
## 107 1 1 0 0 0
## 108 1 1 0 0 0
## 109 1 0 1 0 0
## 110 1 0 1 0 0
## 111 1 1 0 0 0
## 112 1 1 0 0 0
## 113 1 1 0 0 0
## 114 1 1 0 0 0
## 115 1 1 0 0 0
## 116 1 0 1 0 0
## 117 1 1 0 0 0
## 118 1 1 0 0 0
## 119 1 1 0 0 0
## 120 1 1 0 0 0
## 121 1 0 1 0 0
## 122 1 1 0 0 0
## 123 1 0 1 0 0
## 124 1 1 0 0 0
## 125 1 1 0 0 0
## 126 1 0 1 0 0
## 127 1 0 1 0 0
## 128 1 1 0 0 0
## 129 1 0 1 0 0
## 130 1 0 1 0 0
## 131 1 1 0 0 0
## 132 1 1 0 0 0
## 133 1 1 0 0 0
## 134 1 0 1 0 0
## 135 1 1 0 0 0
## 136 1 0 1 0 0
## 137 1 1 0 0 0
## 138 1 0 1 0 0
## 139 1 1 0 0 0
## 140 1 1 0 0 0
## 141 1 1 0 0 0
## 142 1 1 0 0 0
## 143 1 1 0 0 0
## 144 1 1 0 0 0
## 145 1 1 0 0 0
## 146 1 1 0 0 0
## 147 1 1 0 0 0
## 148 1 1 0 0 0
## 149 1 0 1 0 0
## 150 1 0 1 0 0
## 151 1 1 0 0 0
## 152 1 1 0 0 0
## 153 1 1 0 0 0
## 154 1 0 1 0 0
## 155 1 0 1 0 0
## 156 1 0 1 0 0
## 157 1 0 1 0 0
## 158 1 0 1 0 0
## 159 1 0 1 0 0
## 160 1 0 1 0 0
## 161 1 1 0 0 0
## 162 1 0 1 0 0
## 163 1 1 0 0 0
## 164 1 1 0 0 0
## 165 1 0 1 0 0
## 166 1 0 1 0 0
## 167 1 0 1 0 0
## 168 1 0 1 0 0
## 169 1 1 0 0 0
## 170 1 1 0 0 0
## 171 1 1 0 0 0
## 172 1 0 1 0 0
## 173 1 0 1 0 0
## 174 1 0 1 0 0
## 175 1 0 1 0 0
## 176 1 0 1 0 0
## 177 1 1 0 0 0
## 178 1 1 0 0 0
## 179 1 0 1 0 0
## 180 1 1 0 0 0
## 181 1 1 0 0 0
## 182 1 0 1 0 0
## 183 1 1 0 0 0
## 184 1 1 0 0 0
## 185 1 0 1 0 0
## 186 1 1 0 0 0
## 187 1 1 0 0 0
## 188 1 1 0 0 0
## 189 1 1 0 0 0
## 190 1 1 0 0 0
## 191 1 1 0 0 0
## 192 1 1 0 0 0
## 193 1 0 1 0 0
## 194 1 1 0 0 0
## 195 1 1 0 0 0
## 196 1 1 0 0 0
## 197 1 1 0 0 0
## 198 1 1 0 0 0
## 199 1 0 1 0 0
## 200 1 0 1 0 0
## 201 1 1 0 0 0
## 202 1 1 0 0 0
## 203 1 1 0 0 0
## 204 1 1 0 0 0
## 205 1 0 1 0 0
## 206 1 0 1 0 0
## 207 1 0 0 1 0
## 208 1 1 0 0 0
## 209 1 1 0 0 0
## 210 1 0 1 0 0
## 211 1 1 0 0 0
## 212 1 1 0 0 0
## 213 1 1 0 0 0
## 214 1 1 0 0 0
## 215 1 0 1 0 0
## 216 1 1 0 0 0
## 217 1 0 1 0 0
## 218 1 0 1 0 0
## 219 1 0 1 0 0
## 220 1 1 0 0 0
## 221 1 1 0 0 0
## 222 1 1 0 0 0
## 223 1 1 0 0 0
## 224 1 1 0 0 0
## 225 1 1 0 0 0
## 226 1 1 0 0 0
## 227 1 1 0 0 0
## 228 1 1 0 0 0
## 229 1 1 0 0 0
## 230 1 0 1 0 0
## 231 1 1 0 0 0
## 232 1 1 0 0 0
## 233 1 1 0 0 0
## 234 1 0 1 0 0
## 235 1 0 1 0 0
## 236 1 0 1 0 0
## 237 1 0 1 0 0
## 238 1 1 0 0 0
## 239 1 1 0 0 0
## 240 1 1 0 0 0
## 241 1 1 0 0 0
## 242 1 1 0 0 0
## 243 1 1 0 0 0
## 244 1 1 0 0 0
## 245 1 0 1 0 0
## 246 1 1 0 0 0
## 247 1 1 0 0 0
## 248 1 1 0 0 0
## 249 1 1 0 0 0
## 250 1 1 0 0 0
## 251 1 0 1 0 0
## 252 1 0 1 0 0
## 253 1 1 0 0 0
## 254 1 0 1 0 0
## 255 1 1 0 0 0
## 256 1 0 1 0 0
## 257 1 0 1 0 0
## 258 1 0 1 0 0
## 259 1 0 0 0 1
## 260 1 1 0 0 0
## 261 1 0 1 0 0
## 262 1 0 1 0 0
## 263 1 0 1 0 0
## 264 1 1 0 0 0
## 265 1 1 0 0 0
## 266 1 1 0 0 0
## 267 1 1 0 0 0
## 268 1 1 0 0 0
## 269 1 1 0 0 0
## 270 1 1 0 0 0
## 271 1 0 1 0 0
## 272 1 1 0 0 0
## 273 1 1 0 0 0
## 274 1 0 1 0 0
## 275 1 0 1 0 0
## 276 1 0 1 0 0
## 277 1 0 1 0 0
## 278 1 0 1 0 0
## 279 1 1 0 0 0
## 280 1 1 0 0 0
## 281 1 1 0 0 0
## 282 1 0 1 0 0
## 283 1 0 1 0 0
## 284 1 1 0 0 0
## 285 1 1 0 0 0
## 286 1 0 1 0 0
## 287 1 1 0 0 0
## 288 1 1 0 0 0
## 289 1 0 1 0 0
## 290 1 1 0 0 0
## 291 1 1 0 0 0
## 292 1 1 0 0 0
## 293 1 1 0 0 0
## 294 1 1 0 0 0
## 295 1 0 1 0 0
## 296 1 1 0 0 0
## 297 1 1 0 0 0
## 298 1 1 0 0 0
## 299 1 0 1 0 0
## 300 1 1 0 0 0
## 301 1 0 1 0 0
## 302 1 1 0 0 0
## 303 1 0 1 0 0
## 304 1 1 0 0 0
## 305 1 1 0 0 0
## 306 1 0 1 0 0
## 307 1 0 1 0 0
## 308 1 1 0 0 0
## 309 1 0 1 0 0
## 310 1 0 1 0 0
## 311 1 0 1 0 0
## 312 1 1 0 0 0
##
## $terms
## sd ~ demo$gender
## attr(,"variables")
## list(sd, demo$gender)
## attr(,"factors")
## demo$gender
## sd 0
## demo$gender 1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"This shows that the differences in answers are not significant,
according to gender.
Self-Efficacy
Now, Self-Efficacy:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$gender 4 0.0621 0.015533 0.6137 0.00793 0.445
## Residuals 307 7.7704 0.025311 0.99207
## Total 311 7.8325 1.00000
##
## $call
## adonis(formula = se ~ demo$gender)
##
## $coefficients
## self_determition_ave se1 se2 se3 se4
## (Intercept) 3.9796944 3.92001899 4.4477124 4.1157890 4.5767956
## demo$gender1 -0.1609099 -0.21836153 -0.4200881 -0.4196564 -0.6928177
## demo$gender2 -0.3000069 -0.02158149 -0.2367749 -0.2329765 -0.5767956
## demo$gender3 -0.3796944 -0.92001899 -0.4477124 -0.1157890 0.4232044
## demo$gender4 0.4203056 1.07998101 0.5522876 0.8842110 0.4232044
## se5 self_efficacy_ave
## (Intercept) 4.6419199 4.3404472
## demo$gender1 -0.6198204 -0.4741488
## demo$gender2 -0.4544199 -0.3045097
## demo$gender3 0.3580801 -0.1404472
## demo$gender4 0.3580801 0.6595528
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.08490305 0.06414646 0.089101573 0.06660327 0.08490305
## demo$gender1 0.05861257 0.05658554 0.016801113 0.05476527 0.05861257
## demo$gender2 0.04549625 0.04707768 0.021672482 0.04360581 0.04549625
## demo$gender3 0.01227563 -0.01151488 -0.022434906 -0.02660327 0.01227563
## demo$gender4 -0.07625752 -0.02800188 0.009939961 -0.01782278 -0.07625752
## 6 7 8 9 10
## (Intercept) 0.120032783 0.18380546 0.08490305 0.097401856 0.592401616
## demo$gender1 0.003374501 -0.01424149 0.05861257 0.020713134 -0.044249856
## demo$gender2 0.016813645 0.00562246 0.04549625 0.017754623 -0.040004013
## demo$gender3 -0.053366116 -0.03756040 0.01227563 -0.012894814 -0.001241395
## demo$gender4 0.034329633 0.04039382 -0.07625752 0.005162246 0.053531398
## 11 12 13 14 15
## (Intercept) 0.10722584 0.083033306 0.089101573 0.08960924 0.085673506
## demo$gender1 0.01732970 0.024826185 0.016801113 0.01585955 0.041921051
## demo$gender2 0.01978699 0.024520748 0.021672482 0.02035711 0.035613129
## demo$gender3 -0.03528339 -0.003995505 -0.022434906 -0.02622895 0.008789035
## demo$gender4 0.01695717 -0.004663400 0.009939961 0.01295487 -0.040897387
## 16 17 18 19 20
## (Intercept) 0.08960924 0.078400488 0.091062699 0.07993305 0.109809223
## demo$gender1 0.01585955 0.059703634 0.021690498 0.06005859 0.007794188
## demo$gender2 0.02035711 0.044423088 0.019430472 0.04632032 0.014453977
## demo$gender3 -0.02622895 0.004402059 -0.014139622 0.01154960 -0.030099078
## demo$gender4 0.01295487 -0.072552535 0.004478702 -0.07703450 0.021769725
## 21 22 23 24 25
## (Intercept) 0.088178690 0.205059288 0.142039916 0.107816628 0.08960924
## demo$gender1 0.022470988 -0.019572199 0.005262316 0.006161668 0.01585955
## demo$gender2 0.020725249 0.001119032 0.007908817 0.014236703 0.02035711
## demo$gender3 -0.015007958 -0.039067385 -0.025935047 -0.024784137 -0.02622895
## demo$gender4 0.003884802 0.045849803 0.024061779 0.020052224 0.01295487
## 26 27 28 29 30
## (Intercept) 0.6094753429 0.08789678 0.263584635 0.08490305 0.139191864
## demo$gender1 -0.0440493024 0.02939144 -0.028790607 0.05861257 0.003360928
## demo$gender2 -0.0393246060 0.02745762 -0.004201817 0.04549625 0.014570743
## demo$gender3 -0.0005367955 0.01277436 -0.032815405 0.01227563 -0.052399411
## demo$gender4 0.0523604058 -0.03268206 0.049392464 -0.07625752 0.034869569
## 31 32 33 34 35
## (Intercept) 0.075846061 0.568072945 0.123000134 0.08774803 0.184535981
## demo$gender1 0.056443236 -0.044401866 0.002133927 0.02952870 -0.016181574
## demo$gender2 0.046252213 -0.039238199 0.015178329 0.03263696 0.004331094
## demo$gender3 0.001077016 -0.002855554 -0.052368164 -0.06301304 -0.041678838
## demo$gender4 -0.052316649 0.054568564 0.035249024 0.01836130 0.044035448
## 36 37 38 39 40
## (Intercept) 0.08466200 0.077945574 0.096703603 0.568072945 0.10397998
## demo$gender1 0.04731535 0.060405957 0.015525664 -0.044401866 0.01326918
## demo$gender2 0.03661361 0.045526102 0.022046964 -0.039238199 0.02501200
## demo$gender3 0.01856381 0.007768712 -0.017118828 -0.002855554 -0.04015019
## demo$gender4 -0.06691052 -0.075030122 0.007397344 0.054568564 0.01860067
## 41 42 43 44 45
## (Intercept) 0.071810182 0.08804061 0.07033555 0.080423767 0.08490305
## demo$gender1 0.053898856 0.03662764 0.04922347 0.043931694 0.05861257
## demo$gender2 0.045578393 0.03622323 0.04466768 0.035508065 0.04549625
## demo$gender3 -0.009920931 -0.01470728 -0.03354625 0.008100823 0.01227563
## demo$gender4 -0.027034062 -0.02706500 -0.01223157 -0.041384728 -0.07625752
## 46 47 48 49 50
## (Intercept) 0.173015130 0.48143963 0.36415005 0.120032783 0.08878406
## demo$gender1 -0.011539319 -0.04281837 -0.04356309 0.003374501 0.01792524
## demo$gender2 0.004813432 -0.02739876 -0.02257309 0.016813645 0.02335282
## demo$gender3 -0.043603365 -0.01205187 -0.01835566 -0.053366116 -0.01885399
## demo$gender4 0.042532573 0.05427466 0.05733755 0.034329633 0.00675734
## 51 52 53 54 55
## (Intercept) 0.6094753429 0.2332119170 0.09736924 0.6094753429 0.09165196
## demo$gender1 -0.0440493024 -0.0270889304 0.01344784 -0.0440493024 0.01541797
## demo$gender2 -0.0393246060 -0.0005414165 0.01640998 -0.0393246060 0.01929741
## demo$gender3 -0.0005367955 -0.0298924149 -0.03308353 -0.0005367955 -0.03491437
## demo$gender4 0.0523604058 0.0455984920 0.01951387 0.0523604058 0.01802546
## 56 57 58 59 60
## (Intercept) 0.09736924 0.083517851 0.071190632 0.076881571 0.177935810
## demo$gender1 0.01344784 0.023934043 0.058284756 0.034814141 -0.006914527
## demo$gender2 0.01640998 0.023244802 0.045016000 0.033924327 0.002010165
## demo$gender3 -0.03308353 -0.007655783 -0.003229467 -0.028936365 -0.018402736
## demo$gender4 0.01951387 -0.001756845 -0.050419119 -0.001881571 0.029081734
## 61 62 63 64 65
## (Intercept) 0.0732659046 0.090038419 0.083517851 0.1295976324 0.13073450
## demo$gender1 0.0579522095 0.033728764 0.023934043 0.0005079202 0.00438631
## demo$gender2 0.0458348250 0.031109444 0.023244802 0.0127895472 0.01086995
## demo$gender3 0.0006890793 -0.004714187 -0.007655783 -0.0509459470 -0.02703080
## demo$gender4 -0.0526169370 -0.012156799 -0.001756845 0.0365040625 0.02362792
## 66 67 68 69 70
## (Intercept) 0.34269825 0.08236416 0.085387512 0.091267692 0.139480696
## demo$gender1 -0.04168933 0.05917794 0.058114043 0.016763965 -0.002173584
## demo$gender2 -0.01721217 0.04587840 0.041211322 0.022749409 0.013424581
## demo$gender3 -0.02159734 0.01197546 -0.001516544 -0.018096960 -0.045141073
## demo$gender4 0.05567573 -0.07658381 -0.067636032 0.007145007 0.034580737
## 71 72 73 74 75
## (Intercept) 0.131152431 0.083517851 0.0791986910 0.161805591 0.08490305
## demo$gender1 0.001566892 0.023934043 0.0595084791 -0.009850976 0.05861257
## demo$gender2 0.014376113 0.023244802 0.0438250302 0.008308266 0.04549625
## demo$gender3 -0.007964026 -0.007655783 0.0006735135 -0.045526522 0.01227563
## demo$gender4 0.013584411 -0.001756845 -0.0704010370 0.040991611 -0.07625752
## 76 77 78 79 80
## (Intercept) 0.07595394 0.077945574 0.6008625346 0.1478814509 0.078400488
## demo$gender1 0.05652607 0.060405957 -0.0441600166 0.0006279783 0.059703634
## demo$gender2 0.04173971 0.045526102 -0.0397515946 0.0048399174 0.044423088
## demo$gender3 -0.01365886 0.007768712 -0.0008625346 0.0013722805 0.004402059
## demo$gender4 -0.04292090 -0.075030122 0.0529836192 0.0142807113 -0.072552535
## 81 82 83 84 85
## (Intercept) 0.07837638 0.096703603 0.41693024 0.09440931 0.09165196
## demo$gender1 0.05650246 0.015525664 -0.03676406 0.01427456 0.01541797
## demo$gender2 0.04500590 0.022046964 -0.03133607 0.01774546 0.01929741
## demo$gender3 0.00149582 -0.017118828 0.01576207 -0.03391109 -0.03491437
## demo$gender4 -0.05198342 0.007397344 0.04069688 0.01885930 0.01802546
## 86 87 88 89 90
## (Intercept) 0.08245713 0.136526553 0.58412688 0.08781415 0.079557754
## demo$gender1 0.03712266 0.002069769 -0.04435671 0.03004417 0.032602090
## demo$gender2 0.03350104 0.006646866 -0.03993708 0.02655701 0.030109777
## demo$gender3 -0.01848407 -0.024586254 -0.00170930 0.01285699 -0.044835532
## demo$gender4 -0.02399560 0.025635609 0.05396836 -0.03259943 0.009049841
## 91 92 93 94 95
## (Intercept) 0.06480354 0.07762407 0.077817804 0.181629438 0.0912389750
## demo$gender1 0.05491078 0.03291231 0.035363915 -0.015426369 0.0574458420
## demo$gender2 0.04442868 0.03106794 0.036183252 0.005665044 0.0398240732
## demo$gender3 -0.01844593 -0.03624476 -0.029872598 -0.032023139 -0.0003298841
## demo$gender4 -0.02237930 0.00413694 -0.002817804 0.038228718 -0.0674294512
## 96 97 98 99 100
## (Intercept) 0.07993305 0.07567881 0.37617903 0.138559457 0.083033306
## demo$gender1 0.06005859 0.04779595 -0.04377543 -0.004006639 0.024826185
## demo$gender2 0.04632032 0.04383015 -0.02302015 0.012493917 0.024520748
## demo$gender3 0.01154960 -0.03248944 -0.01768846 -0.044219834 -0.003995505
## demo$gender4 -0.07703450 -0.01184902 0.05715430 0.035501977 -0.004663400
## 101 102 103 104 105
## (Intercept) 0.071810182 0.078400488 0.28475189 0.10772887 0.08490305
## demo$gender1 0.053898856 0.059703634 -0.03651132 0.01058722 0.05861257
## demo$gender2 0.045578393 0.044423088 -0.01151878 0.01898339 0.04549625
## demo$gender3 -0.009920931 0.004402059 -0.02710997 -0.05663398 0.01227563
## demo$gender4 -0.027034062 -0.072552535 0.05376951 0.03134397 -0.07625752
## 106 107 108 109 110
## (Intercept) 0.33687634 0.10628505 0.160160342 0.10387466 0.160831410
## demo$gender1 -0.04129970 0.00758392 -0.001829739 0.01239174 -0.002486224
## demo$gender2 -0.01755444 0.01639855 0.008099018 0.01467142 0.010289842
## demo$gender3 -0.02180785 -0.01667931 -0.048191230 -0.03193222 -0.023426830
## demo$gender4 0.05583621 0.01423613 0.038445930 0.02030834 0.025375486
## 111 112 113 114 115
## (Intercept) 0.182474615 0.08236416 0.08960924 0.083517851 0.261579266
## demo$gender1 -0.014944314 0.05917794 0.01585955 0.023934043 -0.026872229
## demo$gender2 0.007718519 0.04587840 0.02035711 0.023244802 -0.005317715
## demo$gender3 -0.032868316 0.01197546 -0.02622895 -0.007655783 -0.027536713
## demo$gender4 0.037383541 -0.07658381 0.01295487 -0.001756845 0.046405525
## 116 117 118 119 120
## (Intercept) 0.085387512 0.079628824 0.121231783 0.131189495 0.315645790
## demo$gender1 0.058114043 0.043122415 0.023365326 -0.002810036 -0.033178577
## demo$gender2 0.041211322 0.032749927 0.031210274 0.007515654 -0.006263325
## demo$gender3 -0.001516544 -0.003216864 -0.021941002 -0.023382803 -0.005911277
## demo$gender4 -0.067636032 -0.034036119 0.001348863 0.027059663 0.038684919
## 121 122 123 124 125
## (Intercept) 0.08960924 0.091267692 0.08236416 0.1370086152 0.186835660
## demo$gender1 0.01585955 0.016763965 0.05917794 0.0002295935 -0.012075789
## demo$gender2 0.02035711 0.022749409 0.04587840 0.0173959145 0.007124346
## demo$gender3 -0.02622895 -0.018096960 0.01197546 -0.0325310032 -0.043978517
## demo$gender4 0.01295487 0.007145007 -0.07658381 0.0251535470 0.041735769
## 126 127 128 129 130
## (Intercept) 0.080237294 0.093454526 0.131912421 0.08236416 0.078455729
## demo$gender1 0.059602419 0.036251651 0.004149073 0.05917794 0.055880903
## demo$gender2 0.043641192 0.026483864 0.016092761 0.04587840 0.045865495
## demo$gender3 -0.003314217 -0.017065637 -0.053260736 0.01197546 0.001416475
## demo$gender4 -0.068472588 -0.004846931 0.034189274 -0.07658381 -0.052062767
## 131 132 133 134 135
## (Intercept) 0.185391011 0.129401462 0.103993746 0.072708345 0.0851842423
## demo$gender1 -0.012120516 0.004488496 0.057444706 0.041183647 0.0247263241
## demo$gender2 0.008258123 0.011220570 0.038128795 0.035504288 0.0255493534
## demo$gender3 -0.039145952 -0.022390392 0.001269412 -0.005594251 0.0001399898
## demo$gender4 0.038808277 0.021100210 -0.067849167 -0.017493621 -0.0073026224
## 136 137 138 139 140
## (Intercept) 0.08490305 0.08091532 0.092887438 0.165052875 0.075846061
## demo$gender1 0.05861257 0.05155830 0.020692188 -0.011199441 0.056443236
## demo$gender2 0.04549625 0.04427462 0.025359075 0.006556783 0.046252213
## demo$gender3 0.01227563 -0.01902607 -0.029507156 -0.044430307 0.001077016
## demo$gender4 -0.07625752 -0.03613920 0.009676665 0.041964668 -0.052316649
## 141 142 143 144 145
## (Intercept) 0.129040823 0.1915758762 0.07993305 0.111011805 0.10732196
## demo$gender1 0.008792466 -0.0186364321 0.06005859 0.009919409 0.01210255
## demo$gender2 0.010867735 0.0009464701 0.04632032 0.018047371 0.01403202
## demo$gender3 0.006673463 -0.0395758762 0.01154960 -0.056066750 -0.03150968
## demo$gender4 -0.012157706 0.0458341957 -0.07703450 0.031845338 0.02054690
## 146 147 148 149 150
## (Intercept) 0.071627742 0.078400488 0.30203952 0.545612656 0.123431292
## demo$gender1 0.057559596 0.059703634 -0.03093535 -0.042698056 0.006375899
## demo$gender2 0.043887685 0.044423088 -0.01392713 -0.036925607 0.010551964
## demo$gender3 -0.006692678 0.004402059 -0.02770324 -0.005505704 -0.027843057
## demo$gender4 -0.047818219 -0.072552535 0.05229119 0.054387344 0.023235375
## 151 152 153 154 155
## (Intercept) 0.182474615 0.08490305 0.09049699 0.0757870106 0.06438549
## demo$gender1 -0.014944314 0.05861257 0.01547796 0.0468517765 0.05566163
## demo$gender2 0.007718519 0.04549625 0.01959890 0.0391509561 0.04558016
## demo$gender3 -0.032868316 0.01227563 -0.03042632 -0.0483897503 -0.01488054
## demo$gender4 0.037383541 -0.07625752 0.01561233 -0.0007870106 -0.02511056
## 156 157 158 159 160
## (Intercept) 0.08490305 0.08490305 0.08490305 0.06557836 0.153932499
## demo$gender1 0.05861257 0.05861257 0.05861257 0.05468725 -0.005557536
## demo$gender2 0.04549625 0.04549625 0.04549625 0.04380202 0.005191196
## demo$gender3 0.01227563 0.01227563 0.01227563 -0.02238899 -0.020852651
## demo$gender4 -0.07625752 -0.07625752 -0.07625752 -0.01998565 0.028198085
## 161 162 163 164 165
## (Intercept) 0.101568045 0.06480354 0.08695546 0.088178690 0.08490305
## demo$gender1 0.015611126 0.05491078 0.04612504 0.022470988 0.05861257
## demo$gender2 0.017343211 0.04442868 0.03599528 0.020725249 0.04549625
## demo$gender3 -0.006161685 -0.01844593 0.01915386 -0.015007958 0.01227563
## demo$gender4 0.004541280 -0.02237930 -0.06630649 0.003884802 -0.07625752
## 166 167 168 169 170
## (Intercept) 0.073625860 0.06414646 0.089101573 0.08236416 0.071270827
## demo$gender1 0.041722616 0.05658554 0.016801113 0.05917794 0.057655177
## demo$gender2 0.037717867 0.04707768 0.021672482 0.04587840 0.045886165
## demo$gender3 -0.006511766 -0.01151488 -0.022434906 0.01197546 -0.003309662
## demo$gender4 -0.018411136 -0.02800188 0.009939961 -0.07658381 -0.050499314
## 171 172 173 174 175
## (Intercept) 0.082722203 0.10273373 0.097401856 0.078460324 0.09089079
## demo$gender1 0.058715578 0.04340201 0.020713134 0.032599839 0.05239103
## demo$gender2 0.042328148 0.03070757 0.017754623 0.030365018 0.03782716
## demo$gender3 -0.002336351 0.00690082 -0.012894814 -0.040398040 -0.02239764
## demo$gender4 -0.067972940 -0.05714103 0.005162246 0.006713178 -0.01589079
## 176 177 178 179 180
## (Intercept) 0.0882519784 0.521929179 0.171120507 0.116478891 0.06480354
## demo$gender1 0.0576761713 -0.046116184 -0.006685306 0.007084118 0.05491078
## demo$gender2 0.0404680713 -0.035265462 0.007308633 0.012240191 0.04442868
## demo$gender3 -0.0008733376 -0.006139705 -0.046120507 -0.028887650 -0.01844593
## demo$gender4 -0.0674804651 0.056052472 0.040147099 0.022593957 -0.02237930
## 181 182 183 184 185
## (Intercept) 0.093927346 0.152196751 0.075766505 0.164434041 0.08129586
## demo$gender1 0.015971831 0.000417587 0.057066782 -0.008627710 0.05659486
## demo$gender2 0.022366023 0.011245724 0.045390000 0.001911254 0.04928594
## demo$gender3 -0.017538457 -0.020121279 0.001156572 -0.018280195 -0.02247233
## demo$gender4 0.007338476 0.021864683 -0.052237093 0.030010403 -0.03937969
## 186 187 188 189 190
## (Intercept) 0.156140335 0.0827351106 0.125837942 0.08236416 0.08490305
## demo$gender1 -0.009210575 0.0258975035 0.011964734 0.05917794 0.05861257
## demo$gender2 0.002940967 0.0261550085 0.010579203 0.04587840 0.04549625
## demo$gender3 -0.018735755 -0.0005433298 -0.005837942 0.01197546 0.01227563
## demo$gender4 0.030066561 -0.0077351106 0.009475589 -0.07658381 -0.07625752
## 191 192 193 194 195
## (Intercept) 0.238837010 0.078400488 0.08490305 0.075766505 0.0797141079
## demo$gender1 -0.028862341 0.059703634 0.05861257 0.057066782 0.0439153220
## demo$gender2 -0.002939025 0.044423088 0.04549625 0.045390000 0.0355967114
## demo$gender3 -0.033816089 0.004402059 0.01227563 0.001156572 -0.0002439092
## demo$gender4 0.049552504 -0.072552535 -0.07625752 -0.052237093 -0.0372898654
## 196 197 198 199 200
## (Intercept) 7.092941e-02 0.075137988 0.142307536 0.0791986910 0.08490305
## demo$gender1 5.917982e-02 0.039978834 0.006025392 0.0595084791 0.05861257
## demo$gender2 4.648429e-02 0.034874819 0.006912941 0.0438250302 0.04549625
## demo$gender3 3.832966e-05 -0.004903874 -0.001566796 0.0006735135 0.01227563
## demo$gender4 -5.317793e-02 -0.017034012 0.012054880 -0.0704010370 -0.07625752
## 201 202 203 204 205
## (Intercept) 0.08960924 0.080449405 0.08878406 0.081401435 0.10899818
## demo$gender1 0.01585955 0.038612778 0.01792524 0.043820779 0.02719779
## demo$gender2 0.02035711 0.034102524 0.02335282 0.038551984 0.02642947
## demo$gender3 -0.02622895 -0.004037445 -0.01885399 0.007123155 -0.04089783
## demo$gender4 0.01295487 -0.016619618 0.00675734 -0.042362396 0.01152299
## 206 207 208 209 210
## (Intercept) 0.6094753429 0.07780361 0.09527225 0.073894732 0.126869078
## demo$gender1 -0.0440493024 0.04696496 0.03240402 0.040728203 -0.001425704
## demo$gender2 -0.0393246060 0.04520670 0.02764165 0.036157174 0.009537619
## demo$gender3 -0.0005367955 -0.07780361 0.02603923 -0.009921668 -0.019858008
## demo$gender4 0.0523604058 0.01080399 -0.05623321 -0.015433194 0.023632594
## 211 212 213 214 215
## (Intercept) 0.0788903861 0.074235192 0.118947781 0.07567881 0.172642237
## demo$gender1 0.0427392025 0.039084953 0.009722805 0.04779595 -0.010197641
## demo$gender2 0.0343016655 0.032039118 0.024307443 0.04383015 0.002405179
## demo$gender3 0.0005798126 -0.016608073 -0.038655810 -0.03248944 -0.017603478
## demo$gender4 -0.0364661437 -0.009219712 0.020125067 -0.01184902 0.030154965
## 216 217 218 219 220
## (Intercept) 0.153702888 0.0791986910 0.07762407 0.077945574 0.07344455
## demo$gender1 0.004046042 0.0595084791 0.03291231 0.060405957 0.05381146
## demo$gender2 0.007335408 0.0438250302 0.03106794 0.045526102 0.04940669
## demo$gender3 -0.024915009 0.0006735135 -0.03624476 0.007768712 -0.03665525
## demo$gender4 0.024379304 -0.0704010370 0.00413694 -0.075030122 -0.01534057
## 221 222 223 224 225
## (Intercept) 0.11907945 0.08490305 0.08490305 0.15455272 0.208030327
## demo$gender1 0.03009478 0.05861257 0.05861257 0.01102318 -0.020801892
## demo$gender2 0.03352757 0.04549625 0.04549625 0.01525521 -0.002687332
## demo$gender3 -0.06798456 0.01227563 0.01227563 -0.03002442 -0.037298620
## demo$gender4 0.01999339 -0.07625752 -0.07625752 0.01950871 0.047444125
## 226 227 228 229 230
## (Intercept) 0.101568045 0.103027688 0.08878406 0.07935062 0.07993305
## demo$gender1 0.015611126 0.018568103 0.01792524 0.03361246 0.06005859
## demo$gender2 0.017343211 0.021382055 0.02335282 0.03329204 0.04632032
## demo$gender3 -0.006161685 0.004986249 -0.01885399 -0.02815608 0.01154960
## demo$gender4 0.004541280 -0.004614989 0.00675734 -0.00146900 -0.07703450
## 231 232 233 234 235
## (Intercept) 0.39406934 0.0732659046 0.10490997 0.11268315 0.568072945
## demo$gender1 -0.04559673 0.0579522095 0.02057008 0.01743366 -0.044401866
## demo$gender2 -0.02388469 0.0458348250 0.02079255 0.02166647 -0.039238199
## demo$gender3 -0.01607891 0.0006890793 -0.03680962 -0.02635221 -0.002855554
## demo$gender4 0.05740745 -0.0526169370 0.01561120 0.01149986 0.054568564
## 236 237 238 239 240
## (Intercept) 0.08960924 0.07342256 0.10467516 0.186835660 0.26927505
## demo$gender1 0.01585955 0.03936735 0.01144257 -0.012075789 -0.02743920
## demo$gender2 0.02035711 0.03272009 0.02034028 0.007124346 -0.00393538
## demo$gender3 -0.02622895 -0.01261175 -0.05740243 -0.043978517 -0.03322355
## demo$gender4 0.01295487 -0.01169416 0.03063838 0.041735769 0.04873262
## 241 242 243 244 245
## (Intercept) 0.08960924 0.1463296123 0.09237405 0.08490305 0.14170175
## demo$gender1 0.01585955 0.0001057548 0.02278533 0.05861257 0.01079168
## demo$gender2 0.02035711 0.0147420587 0.02571645 0.04549625 0.01345053
## demo$gender3 -0.02622895 -0.0512725781 -0.01018226 0.01227563 -0.02976145
## demo$gender4 0.01295487 0.0358009719 -0.01737405 -0.07625752 0.02046042
## 246 247 248 249
## (Intercept) 0.2274548805 0.0843744391 0.1396760349 0.259873374
## demo$gender1 -0.0216147921 0.0235904321 -0.0005021539 -0.027871672
## demo$gender2 -0.0004873625 0.0225146957 0.0169158407 -0.002667913
## demo$gender3 -0.0373722359 -0.0117100792 -0.0318693434 -0.022585239
## demo$gender4 0.0466191935 0.0007990625 0.0253071301 0.043156929
## 250 251 252 253 254
## (Intercept) 0.096703603 0.129401462 0.07241475 0.119794189 0.071270827
## demo$gender1 0.015525664 0.004488496 0.05735149 0.006404827 0.057655177
## demo$gender2 0.022046964 0.011220570 0.04327406 0.011279069 0.045886165
## demo$gender3 -0.017118828 -0.022390392 -0.01052550 -0.028219097 -0.003309662
## demo$gender4 0.007397344 0.021100210 -0.04554908 0.023062954 -0.050499314
## 255 256 257 258 259
## (Intercept) 1.275885e-01 0.077907427 0.077945574 0.077945574 0.07766351
## demo$gender1 -5.327011e-05 0.038096168 0.060405957 0.060405957 0.06127512
## demo$gender2 1.032351e-02 0.030355840 0.045526102 0.045526102 0.04696325
## demo$gender3 -2.057745e-02 -0.019886949 0.007768712 0.007768712 0.01094408
## demo$gender4 2.291315e-02 -0.006256337 -0.075030122 -0.075030122 -0.07766351
## 260 261 262 263 264
## (Intercept) 0.501119240 0.08960924 0.10772887 0.09440931 0.36460695
## demo$gender1 -0.033379978 0.01585955 0.01058722 0.01427456 -0.03374715
## demo$gender2 -0.018614632 0.02035711 0.01898339 0.01774546 -0.01288614
## demo$gender3 0.009084842 -0.02622895 -0.05663398 -0.03391109 -0.02507206
## demo$gender4 0.034595046 0.01295487 0.03134397 0.01885930 0.05103091
## 265 266 267 268 269
## (Intercept) 0.515556519 0.08490305 0.119080151 0.07993305 0.203547251
## demo$gender1 -0.046687691 0.05861257 0.005042523 0.06005859 -0.004646837
## demo$gender2 -0.031166132 0.04549625 0.010499260 0.04632032 0.009237657
## demo$gender3 -0.007703115 0.01227563 -0.027505060 0.01154960 -0.046920745
## demo$gender4 0.055219737 -0.07625752 0.023776992 -0.07703450 0.038330006
## 270 271 272 273 274
## (Intercept) 0.088711003 0.068571552 0.158927226 0.162329054 0.077945574
## demo$gender1 0.027497316 0.048705749 -0.009605730 -0.007371905 0.060405957
## demo$gender2 0.024620394 0.042612459 0.009445751 0.012425312 0.045526102
## demo$gender3 0.005883592 -0.041544525 -0.035850303 -0.042637934 0.007768712
## demo$gender4 -0.026982608 -0.006843157 0.035517218 0.036277218 -0.075030122
## 275 276 277 278 279
## (Intercept) 0.2415107474 0.159551225 0.08960924 0.072708345 0.0780991397
## demo$gender1 -0.0233117583 -0.008759796 0.01585955 0.041183647 0.0343251506
## demo$gender2 -0.0004683938 0.010471814 0.02035711 0.035504288 0.0345835460
## demo$gender3 -0.0364898269 -0.036474302 -0.02622895 -0.005594251 -0.0334256001
## demo$gender4 0.0468787657 0.034893219 0.01295487 -0.017493621 0.0002707663
## 280 281 282 283 284
## (Intercept) 0.40005541 0.181629438 0.0851842423 0.10055262 0.06438549
## demo$gender1 -0.04583987 -0.015426369 0.0247263241 0.01280406 0.05566163
## demo$gender2 -0.02480785 0.005665044 0.0255493534 0.01548651 0.04558016
## demo$gender3 -0.01544002 -0.032023139 0.0001399898 -0.03245226 -0.01488054
## demo$gender4 0.05757171 0.038228718 -0.0073026224 0.01996855 -0.02511056
## 285 286 287 288 289
## (Intercept) 0.071810182 0.115002456 0.083274794 0.077945574 0.143046366
## demo$gender1 0.053898856 0.003983764 0.042183812 0.060405957 -0.005445211
## demo$gender2 0.045578393 0.010911241 0.031110679 0.045526102 0.010443287
## demo$gender3 -0.009920931 -0.027411215 -0.006351717 0.007768712 -0.047989332
## demo$gender4 -0.027034062 0.024070391 -0.031287027 -0.075030122 0.039084218
## 290 291 292 293 294
## (Intercept) 0.07872652 0.08490305 0.08789678 0.08490305 0.09165196
## demo$gender1 0.05526489 0.05861257 0.02939144 0.05861257 0.01541797
## demo$gender2 0.04148062 0.04549625 0.02745762 0.04549625 0.01929741
## demo$gender3 -0.01293704 0.01227563 0.01277436 0.01227563 -0.03491437
## demo$gender4 -0.04258194 -0.07625752 -0.03268206 -0.07625752 0.01802546
## 295 296 297 298 299
## (Intercept) 0.071627742 0.101456510 0.111048374 0.58412688 0.085387512
## demo$gender1 0.057559596 0.015236287 0.006849874 -0.04435671 0.058114043
## demo$gender2 0.043887685 0.020000337 0.017175501 -0.03993708 0.041211322
## demo$gender3 -0.006692678 0.006557427 -0.011757594 -0.00170930 -0.001516544
## demo$gender4 -0.047818219 -0.003043812 0.011532271 0.05396836 -0.067636032
## 300 301 302 303 304
## (Intercept) 0.08490305 0.08490305 0.115767525 0.09049699 0.07766351
## demo$gender1 0.05861257 0.05861257 0.005726824 0.01547796 0.06127512
## demo$gender2 0.04549625 0.04549625 0.011463387 0.01959890 0.04696325
## demo$gender3 0.01227563 0.01227563 -0.028176284 -0.03042632 0.01094408
## demo$gender4 -0.07625752 -0.07625752 0.023305323 0.01561233 -0.07766351
## 305 306 307 308 309
## (Intercept) 0.09968692 0.08789678 0.072708345 0.30632669 0.0819040671
## demo$gender1 0.01309693 0.02939144 0.041183647 -0.03462747 0.0460665469
## demo$gender2 0.02298574 0.02745762 0.035504288 -0.01387707 0.0376502556
## demo$gender3 -0.04932721 0.01277436 -0.005594251 -0.02632669 -0.0474213085
## demo$gender4 0.02449608 -0.03268206 -0.017493621 0.05335710 -0.0001430608
## 310 311 312
## (Intercept) 0.29505803 0.09165196 0.200155585
## demo$gender1 -0.03432700 0.01541797 -0.009879278
## demo$gender2 -0.01511340 0.01929741 0.005205070
## demo$gender3 -0.02633557 -0.03491437 -0.017615902
## demo$gender4 0.05396157 0.01802546 0.028415844
##
## $f.perms
## [,1]
## [1,] 1.10050885
## [2,] 1.31952700
## [3,] 0.27932945
## [4,] 1.17757126
## [5,] 0.10796206
## [6,] 0.34752436
## [7,] 0.22991677
## [8,] 1.25126264
## [9,] 2.93862165
## [10,] 0.16015745
## [11,] 0.45220476
## [12,] 0.43755675
## [13,] 0.39517970
## [14,] 4.15672767
## [15,] 3.83427115
## [16,] 0.38794115
## [17,] 0.29992463
## [18,] 0.57337693
## [19,] 0.93158784
## [20,] 0.49487845
## [21,] 0.70196975
## [22,] 0.45486174
## [23,] 0.22623068
## [24,] 0.92913169
## [25,] 0.34929610
## [26,] 1.36760070
## [27,] 3.52652079
## [28,] 0.23290651
## [29,] 0.56802606
## [30,] 0.35112970
## [31,] 3.00935609
## [32,] 1.08777359
## [33,] 0.36806495
## [34,] 5.31227987
## [35,] 6.23171961
## [36,] 0.75110117
## [37,] 0.10623322
## [38,] 0.34598367
## [39,] 0.86109749
## [40,] 0.27018953
## [41,] 2.91287482
## [42,] 0.17160952
## [43,] 0.21444221
## [44,] 3.05557814
## [45,] 0.44781470
## [46,] 0.28894062
## [47,] 0.43145396
## [48,] 0.31702388
## [49,] 0.45563029
## [50,] 0.27772390
## [51,] 3.25471288
## [52,] 0.67957494
## [53,] 0.39022349
## [54,] 0.62571131
## [55,] 1.03564059
## [56,] 0.32942387
## [57,] 3.24761673
## [58,] 1.47530574
## [59,] 2.60736245
## [60,] 0.30882388
## [61,] 1.77216772
## [62,] 0.51667277
## [63,] 0.39456092
## [64,] 0.25710354
## [65,] 0.70585907
## [66,] 1.35062088
## [67,] 0.28078288
## [68,] 0.49954637
## [69,] 0.30220944
## [70,] 0.54536367
## [71,] 0.37776229
## [72,] 0.23117587
## [73,] 0.28677034
## [74,] 0.51735407
## [75,] 0.40767184
## [76,] 0.43418387
## [77,] 0.70489049
## [78,] 1.04126603
## [79,] 2.96804655
## [80,] 2.30637551
## [81,] 0.30076603
## [82,] 2.12471445
## [83,] 0.33082076
## [84,] 0.31565671
## [85,] 0.26749105
## [86,] 0.26549145
## [87,] 0.28176557
## [88,] 3.89474512
## [89,] 0.64712516
## [90,] 0.37520946
## [91,] 0.20594784
## [92,] 0.36501246
## [93,] 0.67014480
## [94,] 0.43996878
## [95,] 0.28293447
## [96,] 0.80756598
## [97,] 0.36616088
## [98,] 2.03786866
## [99,] 0.25980932
## [100,] 0.90906109
## [101,] 0.31482818
## [102,] 0.46488153
## [103,] 1.62725004
## [104,] 0.36567352
## [105,] 0.54819058
## [106,] 0.19901731
## [107,] 0.54575586
## [108,] 0.36256868
## [109,] 0.50945639
## [110,] 0.20121630
## [111,] 1.11383829
## [112,] 3.59701846
## [113,] 0.76733672
## [114,] 0.32837222
## [115,] 0.25638515
## [116,] 1.78292815
## [117,] 0.48815792
## [118,] 0.46003627
## [119,] 3.50225487
## [120,] 1.07402694
## [121,] 0.21731849
## [122,] 0.35452166
## [123,] 0.56737122
## [124,] 0.33905399
## [125,] 3.53538466
## [126,] 0.77655999
## [127,] 0.38163081
## [128,] 0.62385400
## [129,] 0.28202316
## [130,] 0.32614508
## [131,] 0.58830397
## [132,] 0.43780839
## [133,] 0.46051927
## [134,] 3.22992684
## [135,] 0.33252479
## [136,] 0.86310249
## [137,] 2.23929187
## [138,] 1.20195948
## [139,] 0.36961465
## [140,] 0.36525286
## [141,] 0.60463039
## [142,] 0.24709020
## [143,] 2.77864332
## [144,] 0.69944321
## [145,] 0.30565986
## [146,] 0.52464402
## [147,] 0.25899393
## [148,] 1.46827279
## [149,] 3.14279979
## [150,] 0.33799799
## [151,] 0.44042091
## [152,] 6.64932290
## [153,] 0.41394292
## [154,] 0.32631218
## [155,] 1.56748142
## [156,] 0.80825685
## [157,] 0.65388079
## [158,] 0.14425797
## [159,] 0.31626562
## [160,] 0.13648372
## [161,] 0.50634387
## [162,] 0.32767860
## [163,] 0.32195319
## [164,] 1.03309334
## [165,] 0.40257480
## [166,] 1.35602252
## [167,] 0.24399363
## [168,] 0.34116251
## [169,] 1.24189124
## [170,] 0.59670491
## [171,] 1.55748529
## [172,] 0.50039337
## [173,] 3.40746865
## [174,] 0.49246465
## [175,] 0.76604540
## [176,] 0.51221579
## [177,] 0.52923025
## [178,] 0.67659478
## [179,] 1.05841588
## [180,] 0.45276511
## [181,] 0.24109094
## [182,] 0.24296422
## [183,] 0.25098144
## [184,] 0.39975486
## [185,] 4.38908730
## [186,] 0.29519366
## [187,] 0.42729412
## [188,] 3.19656934
## [189,] 0.22759061
## [190,] 0.30493428
## [191,] 1.45618771
## [192,] 1.39010108
## [193,] 0.24039607
## [194,] 0.78818258
## [195,] 0.60919421
## [196,] 1.45505933
## [197,] 0.96741145
## [198,] 0.45343186
## [199,] 0.49623560
## [200,] 0.57610138
## [201,] 0.31894394
## [202,] 0.33717030
## [203,] 0.33532331
## [204,] 0.48617887
## [205,] 2.46779385
## [206,] 0.66067304
## [207,] 0.28941842
## [208,] 0.21180095
## [209,] 0.57920657
## [210,] 0.69226653
## [211,] 3.57302133
## [212,] 2.85595734
## [213,] 0.58386141
## [214,] 0.42303778
## [215,] 0.29185819
## [216,] 0.33737104
## [217,] 1.14957455
## [218,] 0.34073231
## [219,] 0.24443329
## [220,] 0.86712369
## [221,] 1.68974874
## [222,] 1.69224071
## [223,] 0.35998907
## [224,] 0.87007581
## [225,] 0.45157811
## [226,] 1.88479647
## [227,] 0.47452925
## [228,] 3.13818997
## [229,] 0.38162266
## [230,] 0.26419410
## [231,] 0.71770165
## [232,] 0.48568087
## [233,] 0.42322075
## [234,] 3.50240085
## [235,] 1.01108035
## [236,] 0.27797354
## [237,] 1.11408478
## [238,] 2.97610261
## [239,] 0.51402215
## [240,] 0.63708972
## [241,] 2.34543871
## [242,] 0.23743505
## [243,] 0.28137148
## [244,] 0.59142103
## [245,] 1.55132171
## [246,] 0.92144132
## [247,] 1.08049503
## [248,] 0.50081468
## [249,] 0.23883812
## [250,] 0.37690071
## [251,] 0.56345938
## [252,] 0.31318284
## [253,] 0.13404099
## [254,] 0.46286325
## [255,] 0.38093175
## [256,] 0.95534969
## [257,] 0.16154780
## [258,] 0.75877299
## [259,] 0.99187722
## [260,] 3.68006683
## [261,] 1.52760244
## [262,] 0.30475577
## [263,] 1.93314980
## [264,] 0.46031803
## [265,] 3.17347873
## [266,] 0.36605930
## [267,] 0.61640698
## [268,] 0.22117733
## [269,] 1.66857622
## [270,] 0.89035333
## [271,] 0.66602305
## [272,] 1.07246623
## [273,] 1.03259543
## [274,] 2.90458209
## [275,] 0.30140740
## [276,] 0.49734355
## [277,] 0.27711918
## [278,] 0.82667521
## [279,] 0.77411324
## [280,] 3.35138265
## [281,] 0.73678836
## [282,] 1.29966599
## [283,] 0.18982462
## [284,] 0.23450010
## [285,] 0.40372662
## [286,] 0.26985636
## [287,] 1.64582053
## [288,] 2.44000142
## [289,] 0.44247631
## [290,] 0.30075748
## [291,] 0.46624488
## [292,] 1.62108346
## [293,] 0.47085162
## [294,] 1.15704325
## [295,] 2.27564349
## [296,] 0.19120118
## [297,] 0.18393637
## [298,] 0.20194133
## [299,] 1.77785028
## [300,] 0.23630728
## [301,] 1.14127486
## [302,] 5.82232735
## [303,] 0.38552255
## [304,] 0.31318488
## [305,] 0.26223366
## [306,] 0.43081930
## [307,] 0.63198321
## [308,] 0.41858133
## [309,] 3.06001880
## [310,] 0.75959113
## [311,] 0.69772573
## [312,] 0.42104243
## [313,] 0.28120477
## [314,] 0.69088147
## [315,] 3.69561935
## [316,] 0.68830968
## [317,] 0.60501366
## [318,] 0.62012447
## [319,] 2.02032977
## [320,] 4.46590719
## [321,] 0.38209300
## [322,] 3.82706091
## [323,] 1.26814932
## [324,] 0.57339863
## [325,] 0.35739899
## [326,] 0.45669260
## [327,] 0.65222515
## [328,] 0.32657539
## [329,] 2.92643801
## [330,] 1.19614324
## [331,] 2.30557840
## [332,] 1.76496179
## [333,] 0.15884648
## [334,] 0.69292016
## [335,] 3.00753048
## [336,] 3.42203984
## [337,] 3.38358620
## [338,] 0.27124348
## [339,] 0.41224320
## [340,] 3.27035920
## [341,] 0.62281124
## [342,] 0.52138952
## [343,] 0.70045111
## [344,] 2.43829522
## [345,] 0.36304716
## [346,] 0.46025210
## [347,] 0.25979264
## [348,] 1.09839654
## [349,] 1.06052313
## [350,] 1.44971782
## [351,] 3.22990493
## [352,] 0.19121898
## [353,] 0.40732006
## [354,] 0.50229679
## [355,] 0.47635787
## [356,] 0.42282039
## [357,] 0.39379562
## [358,] 0.20283091
## [359,] 3.39063458
## [360,] 0.93144911
## [361,] 0.26275383
## [362,] 0.86911828
## [363,] 0.32710111
## [364,] 0.69563479
## [365,] 0.99597814
## [366,] 0.50727986
## [367,] 0.39786335
## [368,] 2.23493107
## [369,] 0.25854655
## [370,] 3.43974129
## [371,] 1.34390447
## [372,] 0.63421079
## [373,] 5.03820790
## [374,] 0.42036000
## [375,] 0.30988451
## [376,] 0.59981686
## [377,] 0.36154260
## [378,] 0.23168392
## [379,] 3.96216831
## [380,] 1.46957140
## [381,] 0.21613109
## [382,] 0.25621187
## [383,] 0.63432720
## [384,] 0.26091693
## [385,] 0.49648201
## [386,] 0.42294263
## [387,] 0.39428621
## [388,] 0.39789671
## [389,] 0.44057017
## [390,] 0.90311770
## [391,] 0.50224787
## [392,] 0.27583147
## [393,] 0.84176941
## [394,] 0.57965963
## [395,] 0.54460405
## [396,] 0.44006779
## [397,] 1.03078496
## [398,] 0.37192374
## [399,] 0.48580594
## [400,] 0.26830087
## [401,] 0.13905911
## [402,] 0.41505814
## [403,] 0.35568989
## [404,] 0.44981721
## [405,] 4.21643237
## [406,] 0.35391063
## [407,] 3.55397704
## [408,] 3.31501125
## [409,] 0.74397284
## [410,] 1.34437540
## [411,] 0.36990553
## [412,] 0.25818667
## [413,] 0.49333464
## [414,] 3.11673584
## [415,] 0.66943465
## [416,] 1.54626431
## [417,] 1.05882414
## [418,] 0.16107052
## [419,] 0.26317620
## [420,] 1.41722726
## [421,] 0.56103859
## [422,] 0.34828841
## [423,] 0.20548636
## [424,] 0.85090834
## [425,] 1.16995314
## [426,] 0.61106987
## [427,] 0.67298678
## [428,] 0.36915764
## [429,] 2.45229899
## [430,] 0.30784977
## [431,] 0.62987999
## [432,] 1.01980596
## [433,] 0.31600198
## [434,] 0.40337061
## [435,] 1.28743656
## [436,] 0.57902533
## [437,] 0.69345651
## [438,] 0.21640459
## [439,] 0.23582745
## [440,] 0.57754775
## [441,] 0.29433985
## [442,] 1.93061932
## [443,] 0.40944007
## [444,] 0.64726740
## [445,] 0.36156429
## [446,] 4.60568646
## [447,] 0.19952099
## [448,] 0.35444791
## [449,] 2.22755651
## [450,] 0.54383820
## [451,] 0.40665447
## [452,] 0.42085841
## [453,] 0.36617630
## [454,] 0.35120296
## [455,] 0.34330932
## [456,] 0.36590657
## [457,] 0.36738761
## [458,] 0.67912636
## [459,] 1.26613699
## [460,] 0.21872374
## [461,] 0.79492323
## [462,] 4.27376418
## [463,] 0.23330130
## [464,] 0.50493886
## [465,] 1.51202268
## [466,] 0.80932357
## [467,] 0.31423422
## [468,] 1.90571991
## [469,] 0.56885927
## [470,] 0.52424867
## [471,] 0.38561832
## [472,] 0.60748213
## [473,] 0.34941350
## [474,] 0.25612642
## [475,] 0.21971767
## [476,] 0.83179746
## [477,] 0.39999215
## [478,] 0.43554713
## [479,] 0.79235618
## [480,] 3.60595508
## [481,] 0.74005062
## [482,] 0.74312772
## [483,] 0.29071656
## [484,] 0.50105763
## [485,] 2.31539329
## [486,] 1.98588942
## [487,] 3.79265602
## [488,] 3.01519756
## [489,] 0.63791403
## [490,] 0.35694044
## [491,] 0.32314185
## [492,] 0.26250710
## [493,] 0.51114946
## [494,] 3.59171818
## [495,] 0.30915477
## [496,] 2.73085822
## [497,] 0.65546876
## [498,] 0.75370394
## [499,] 0.32687878
## [500,] 0.85632849
## [501,] 3.82934046
## [502,] 1.97578557
## [503,] 0.27342501
## [504,] 0.33649388
## [505,] 1.40785985
## [506,] 4.11699799
## [507,] 0.27744456
## [508,] 0.08813981
## [509,] 0.37046003
## [510,] 0.79535236
## [511,] 0.21846585
## [512,] 2.35885375
## [513,] 0.40437201
## [514,] 1.11820499
## [515,] 3.98709863
## [516,] 0.77135144
## [517,] 4.04136633
## [518,] 0.21209754
## [519,] 0.55811115
## [520,] 0.56806754
## [521,] 0.28064101
## [522,] 0.45072009
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##
## $model.matrix
## (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
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## 237 1 0 1 0 0
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## 267 1 1 0 0 0
## 268 1 1 0 0 0
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## 276 1 0 1 0 0
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##
## $terms
## se ~ demo$gender
## attr(,"variables")
## list(se, demo$gender)
## attr(,"factors")
## demo$gender
## se 0
## demo$gender 1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"This shows that the differences in answers are not significant,
according to gender.
